From fb5a396b5e2273c9e95e9594671f0c6d47bc31d6 Mon Sep 17 00:00:00 2001 From: Shannon Date: Fri, 24 Oct 2025 10:19:58 +1000 Subject: [PATCH 01/13] Add utils.py for MRI data loading from appendix section. - `to_channels()` for one-hot encoding segmentation labels. - `load_data_2D()` for loading and normalising 2D MRI slices. - Code sourced from appendix reference of task sheet. --- recognition/unet_s4741911/utils.py | 84 ++++++++++++++++++++++++++++++ 1 file changed, 84 insertions(+) create mode 100644 recognition/unet_s4741911/utils.py diff --git a/recognition/unet_s4741911/utils.py b/recognition/unet_s4741911/utils.py new file mode 100644 index 000000000..d26d7ac61 --- /dev/null +++ b/recognition/unet_s4741911/utils.py @@ -0,0 +1,84 @@ +import numpy as np +import nibabel as nib +from tqdm import tqdm + + +def to_channels(arr: np.ndarray, dtype=np.uint8) -> np.ndarray: + """Convert a label array to one-hot encoded channels.""" + channels = np.unique(arr) + res = np.zeros(arr.shape + (len(channels),), dtype=dtype) + + for c in channels: + c = int(c) + res[..., c : c + 1][arr == c] = 1 + + return res + + +def load_data_2D( + imageNames, + normImage=False, + categorical=False, + dtype=np.float32, + getAffines=False, + early_stop=False, +): + """ + Load medical image data from names, cases list provided into a list for each. + + This function pre-allocates 4D arrays for conv2d to avoid excessive memory usage. + + normImage : bool ( normalise the image 0.0 -1.0) + + early_stop : Stop loading pre-maturely, leaves arrays mostly empty, for quick + loading and testing scripts. + """ + affines = [] + + # Get fixed size + num = len(imageNames) + + first_case = nib.load(imageNames[0]).get_fdata(caching="unchanged") + + if len(first_case.shape) == 3: + first_case = first_case[:, :, 0] # Sometimes extra dimension, take first slice + + if categorical: + first_case = to_channels(first_case, dtype=dtype) + rows, cols, channels = first_case.shape + images = np.zeros((num, rows, cols, channels), dtype=dtype) + else: + rows, cols = first_case.shape + images = np.zeros((num, rows, cols), dtype=dtype) + + for i, inName in enumerate(tqdm(imageNames)): + niftiImage = nib.load(inName) + inImage = niftiImage.get_fdata(caching="unchanged") # Read disk only + affine = niftiImage.affine + if len(inImage.shape) == 3: + inImage = inImage[ + :, :, 0 + ] # Sometimes extra dimension in HipMRI, take first slice + + inImage = inImage.astype(dtype) + + if normImage: + # ~ inImage = inImage / np.linalg.norm(inImage) + # ~ inImage = 255. * inImage / inImage.max() + inImage = (inImage - inImage.mean()) / inImage.std() + + if categorical: + inImage = utils.to_channels(inImage, dtype=dtype) # one-hot encode + images[i, :, :, :] = inImage + else: + images[i, :, :] = inImage + + affines.append(affine) + + if i > 20 and early_stop: + break + + if getAffines: + return images, affines + else: + return images From 5cb31cb1e737e33888a51fd8a7247ba12e672bfb Mon Sep 17 00:00:00 2001 From: Shannon Date: Sat, 25 Oct 2025 08:36:58 +1000 Subject: [PATCH 02/13] Add HipMRIProstateDataset class for loading and preprocessing 2D MRI slices - Implemented PyTorch Dataset class to load HipMRI study 2D Nifti slice data - Handles normalisation, and binary mask preprocessing for segmentation --- recognition/unet_s4741911/dataset.py | 128 +++++++++++++++++++++++++++ 1 file changed, 128 insertions(+) create mode 100644 recognition/unet_s4741911/dataset.py diff --git a/recognition/unet_s4741911/dataset.py b/recognition/unet_s4741911/dataset.py new file mode 100644 index 000000000..bb530626a --- /dev/null +++ b/recognition/unet_s4741911/dataset.py @@ -0,0 +1,128 @@ +import torch +from torch.utils.data import Dataset, DataLoader +from utils import load_data_2D, show_examples +import os +import numpy as np +import torchvision.transforms as transforms + + +class HipMRIProstateDataset(Dataset): + """Dataset for Hip MRI Prostate 2D Nifti slices.""" + + def __init__( + self, + data_dir="/home/groups/comp3710/HipMRI_Study_open/keras_slices_data", + split="train", + transform=None, + subset_size=None, + normImage=True, + categorical=True, + resize_to=(256, 128), + ): + self.data_dir = data_dir + self.split = split + self.transform = transform + self.normImage = normImage + self.categorical = categorical + self.resize_to = resize_to + + # Image and segmentation directories + img_dir = os.path.join(data_dir, f"keras_slices_{split}") + seg_dir = os.path.join(data_dir, f"keras_slices_seg_{split}") + + # File names for images and segments + self.image_files = sorted( + [os.path.join(img_dir, f) for f in os.listdir(img_dir)] + ) + self.seg_files = sorted([os.path.join(seg_dir, f) for f in os.listdir(seg_dir)]) + + total_size = len(self.image_files) + + # Handle subset size before loading + if subset_size is not None and subset_size < total_size: + self.subset_size = subset_size + self.image_files = self.image_files[:subset_size] + self.seg_files = self.seg_files[:subset_size] + print( + f"Using subset of {subset_size} samples from {split} split (out of {total_size})." + ) + else: + self.subset_size = total_size + print(f"Using all {total_size} samples from {split} split.") + + # Load resized, normalised arrays + print(f"Loading {self.subset_size} samples from {split} split...") + self.images = load_data_2D( + self.image_files, + normImage=self.normImage, + categorical=False, + ) + self.seg = load_data_2D( + self.seg_files, + normImage=False, + categorical=False, + ) + print( + f"Finished loading {len(self.images)} images and {len(self.seg)} segmentations." + ) + + def __len__(self): + return self.subset_size + + def __getitem__(self, idx): + image = self.images[idx] + seg = self.seg[idx] + + # Expand dims to add channel dimension if missing (for grayscale images) + if image.ndim == 2: + image = image[np.newaxis, :, :] + if seg.ndim == 2: + seg = seg[np.newaxis, :, :] + + image = torch.tensor(image, dtype=torch.float32) + seg = torch.tensor(seg, dtype=torch.uint8) + + if self.transform: + image = self.transform(image) + + seg_np = seg.numpy() + binary_seg = np.zeros_like(seg_np, dtype=np.uint8) + binary_seg[seg_np == 1] = 1 # Prostate class + binary_seg[seg_np > 1] = 0 # Non-prostate classes + + seg = torch.tensor(binary_seg, dtype=torch.uint8) + + return image, seg + + +if __name__ == "__main__": + transform = transforms.Compose( + [ + transforms.Resize((256, 128)), # Standardise size + transforms.ToTensor(), # Convert to tensor, scales to [0,1], C x H x W + transforms.Normalize( + mean=[0.485, 0.456, 0.406], # ImageNet RGB means + std=[0.229, 0.224, 0.225], # ImageNet RGB standard deviations + ), + ] + ) + + subset_size = 100 + batch_size = 10 + + train_dataset = HipMRIProstateDataset( + data_dir="/home/groups/comp3710/HipMRI_Study_open/keras_slices_data", + split="train", + subset_size=subset_size, + normImage=True, + categorical=True, + ) + + train_loader = DataLoader(train_dataset, batch_size=batch_size, shuffle=True) + + show_examples( + train_dataset, + title="HipMRI Sample Visualization", + n=3, + save_path="train_dataset_examples.png", + ) From a791a5e7c03841abade8ee4bd38884b82ca31495 Mon Sep 17 00:00:00 2001 From: Shannon Date: Sat, 25 Oct 2025 11:31:32 +1000 Subject: [PATCH 03/13] Add image resizing and visualisation helpers for dataset - Added skimage.transform.resize for consistent 256x128 input size - Denormalised images before showing sample visualisations --- recognition/unet_s4741911/utils.py | 81 +++++++++++++++++++++++++++++- 1 file changed, 80 insertions(+), 1 deletion(-) diff --git a/recognition/unet_s4741911/utils.py b/recognition/unet_s4741911/utils.py index d26d7ac61..27e5c0308 100644 --- a/recognition/unet_s4741911/utils.py +++ b/recognition/unet_s4741911/utils.py @@ -1,6 +1,11 @@ import numpy as np import nibabel as nib from tqdm import tqdm +from skimage.transform import resize +import random +import matplotlib.pyplot as plt +import torch +from matplotlib.colors import ListedColormap def to_channels(arr: np.ndarray, dtype=np.uint8) -> np.ndarray: @@ -15,6 +20,7 @@ def to_channels(arr: np.ndarray, dtype=np.uint8) -> np.ndarray: return res +# Load medical image functions def load_data_2D( imageNames, normImage=False, @@ -22,6 +28,7 @@ def load_data_2D( dtype=np.float32, getAffines=False, early_stop=False, + resize_to=(256, 128), ): """ Load medical image data from names, cases list provided into a list for each. @@ -43,6 +50,9 @@ def load_data_2D( if len(first_case.shape) == 3: first_case = first_case[:, :, 0] # Sometimes extra dimension, take first slice + # Resize image + first_case = resize(first_case, resize_to, mode="constant", preserve_range=True) + if categorical: first_case = to_channels(first_case, dtype=dtype) rows, cols, channels = first_case.shape @@ -60,6 +70,7 @@ def load_data_2D( :, :, 0 ] # Sometimes extra dimension in HipMRI, take first slice + inImage = resize(inImage, resize_to, mode="constant", preserve_range=True) inImage = inImage.astype(dtype) if normImage: @@ -68,7 +79,7 @@ def load_data_2D( inImage = (inImage - inImage.mean()) / inImage.std() if categorical: - inImage = utils.to_channels(inImage, dtype=dtype) # one-hot encode + inImage = to_channels(inImage, dtype=dtype) # one-hot encode images[i, :, :, :] = inImage else: images[i, :, :] = inImage @@ -82,3 +93,71 @@ def load_data_2D( return images, affines else: return images + + +def denormalise_image(tensor: torch.Tensor) -> torch.Tensor: + """Denormalise a tensor image with ImageNet mean and std.""" + mean = torch.tensor([0.485, 0.456, 0.406]).view(3, 1, 1) + std = torch.tensor([0.229, 0.224, 0.225]).view(3, 1, 1) + denorm_tensor = tensor * std + mean + return torch.clamp(denorm_tensor, 0, 1) + + +def show_examples( + dataset, + title, + n=3, + save_path="sample_visualization.png", +): + """Display and save n random samples (image + mask pairs) from the dataset.""" + + # Randomly choose indices + indices = random.sample(range(len(dataset)), n) + + fig, axes = plt.subplots(2, n, figsize=(12, 6), gridspec_kw={"wspace": 0.3}) + fig.suptitle(title, fontsize=16, fontweight="bold") + + for i, idx in enumerate(indices): + image, seg = dataset[idx] + + # Denormalize image for visualisation + img_show = denormalise_image(image) + + # Convert tensors to numpy arrays and plot image + img_np = img_show.permute(1, 2, 0).numpy() # H x W x C for image + axes[0, i].imshow(img_np) + axes[0, i].set_title(f"Image {idx}", fontweight="bold") + axes[0, i].axis("off") + + # Debug info for segmentation mask + seg_np = seg.squeeze(0).numpy() + unique_vals = np.unique(seg_np) + seg_pixels = np.sum(seg_np == 1) + bg_pixels = np.sum(seg_np == 0) + + # Plot segmentation mask + im = axes[1, i].imshow(seg_np, cmap="RdBu", vmin=0, vmax=1) + axes[1, i].set_title( + f"Mask {idx} (Seg: {seg_pixels}, BG: {bg_pixels})", + fontweight="bold", + ) + axes[1, i].axis("off") + + # Add colorbar for segmentation mask + if i == 0: + colours = ["blue", "red"] + cmap = ListedColormap(colours) + im = axes[1, i].imshow(seg_np, cmap=cmap, vmin=0, vmax=1) + plt.colorbar( + im, + ax=axes[1, i], + shrink=0.6, + ticks=[0, 1], + label="0=BG, 1=Segmentation", + ) + + plt.tight_layout() + plt.savefig(save_path) + plt.close() + print(f"Saved sample visualization to: {save_path}") + return From c35d2b16b4594c066ff4fb25c2c6e2afcce72428 Mon Sep 17 00:00:00 2001 From: Shannon Date: Tue, 28 Oct 2025 12:30:01 +1000 Subject: [PATCH 04/13] Fix: correct prostate label mapping and tensor transform order - Changed prostate mask to correctly identify prostate region (label 5) - Added .permute(1, 2, 0) for (C, H, W) format - Removed ImageNet normalisation to preserve grayscale MRI intensity - Removed redundant tensor casts - Cleaned imports and removed visualisation --- recognition/unet_s4741911/dataset.py | 49 ++++------------------------ 1 file changed, 7 insertions(+), 42 deletions(-) diff --git a/recognition/unet_s4741911/dataset.py b/recognition/unet_s4741911/dataset.py index bb530626a..2a91a773a 100644 --- a/recognition/unet_s4741911/dataset.py +++ b/recognition/unet_s4741911/dataset.py @@ -1,6 +1,6 @@ import torch -from torch.utils.data import Dataset, DataLoader -from utils import load_data_2D, show_examples +from torch.utils.data import Dataset +from utils import load_data_2D import os import numpy as np import torchvision.transforms as transforms @@ -79,50 +79,15 @@ def __getitem__(self, idx): if seg.ndim == 2: seg = seg[np.newaxis, :, :] - image = torch.tensor(image, dtype=torch.float32) - seg = torch.tensor(seg, dtype=torch.uint8) - if self.transform: image = self.transform(image) - seg_np = seg.numpy() - binary_seg = np.zeros_like(seg_np, dtype=np.uint8) - binary_seg[seg_np == 1] = 1 # Prostate class - binary_seg[seg_np > 1] = 0 # Non-prostate classes + image = image.permute(1, 2, 0) # Change from (W, C, H) -> (C, H, W) + + binary_seg = np.zeros_like(seg, dtype=np.uint8) + binary_seg[seg == 5] = 1 # Prostate class + binary_seg[seg != 5] = 0 # Non-prostate classes seg = torch.tensor(binary_seg, dtype=torch.uint8) return image, seg - - -if __name__ == "__main__": - transform = transforms.Compose( - [ - transforms.Resize((256, 128)), # Standardise size - transforms.ToTensor(), # Convert to tensor, scales to [0,1], C x H x W - transforms.Normalize( - mean=[0.485, 0.456, 0.406], # ImageNet RGB means - std=[0.229, 0.224, 0.225], # ImageNet RGB standard deviations - ), - ] - ) - - subset_size = 100 - batch_size = 10 - - train_dataset = HipMRIProstateDataset( - data_dir="/home/groups/comp3710/HipMRI_Study_open/keras_slices_data", - split="train", - subset_size=subset_size, - normImage=True, - categorical=True, - ) - - train_loader = DataLoader(train_dataset, batch_size=batch_size, shuffle=True) - - show_examples( - train_dataset, - title="HipMRI Sample Visualization", - n=3, - save_path="train_dataset_examples.png", - ) From acbb6f8e63bad108e672447e3c6fe07b4b7a4de3 Mon Sep 17 00:00:00 2001 From: Shannon Date: Tue, 28 Oct 2025 13:09:33 +1000 Subject: [PATCH 05/13] Add training utilities and grayscale-safe visualizations - Replaced ImageNet based normalisation with min-max scaling for grayscale slices - Added show_epoch_predictions() for visualising 3 model outputs per epoch - Implemented plot_loss() to track training loss over epochs - Added save_model_checkpoint() and load_model_checkpoint() to allow model states to be reloaded - Removed unused function denormalise_image() --- recognition/unet_s4741911/utils.py | 118 +++++++++++++++++++++++++---- 1 file changed, 103 insertions(+), 15 deletions(-) diff --git a/recognition/unet_s4741911/utils.py b/recognition/unet_s4741911/utils.py index 27e5c0308..961373e8a 100644 --- a/recognition/unet_s4741911/utils.py +++ b/recognition/unet_s4741911/utils.py @@ -95,14 +95,6 @@ def load_data_2D( return images -def denormalise_image(tensor: torch.Tensor) -> torch.Tensor: - """Denormalise a tensor image with ImageNet mean and std.""" - mean = torch.tensor([0.485, 0.456, 0.406]).view(3, 1, 1) - std = torch.tensor([0.229, 0.224, 0.225]).view(3, 1, 1) - denorm_tensor = tensor * std + mean - return torch.clamp(denorm_tensor, 0, 1) - - def show_examples( dataset, title, @@ -121,11 +113,12 @@ def show_examples( image, seg = dataset[idx] # Denormalize image for visualisation - img_show = denormalise_image(image) + img_show = (image - image.min()) / (image.max() - image.min() + 1e-8) # Convert tensors to numpy arrays and plot image - img_np = img_show.permute(1, 2, 0).numpy() # H x W x C for image - axes[0, i].imshow(img_np) + img_np = img_show.permute(1, 2, 0).squeeze().numpy() # H x W x C for image + + axes[0, i].imshow(img_np, cmap="gray") axes[0, i].set_title(f"Image {idx}", fontweight="bold") axes[0, i].axis("off") @@ -136,7 +129,9 @@ def show_examples( bg_pixels = np.sum(seg_np == 0) # Plot segmentation mask - im = axes[1, i].imshow(seg_np, cmap="RdBu", vmin=0, vmax=1) + colours = ["blue", "red"] + cmap = ListedColormap(colours) + im = axes[1, i].imshow(seg_np, cmap=cmap, vmin=0, vmax=1) axes[1, i].set_title( f"Mask {idx} (Seg: {seg_pixels}, BG: {bg_pixels})", fontweight="bold", @@ -145,9 +140,6 @@ def show_examples( # Add colorbar for segmentation mask if i == 0: - colours = ["blue", "red"] - cmap = ListedColormap(colours) - im = axes[1, i].imshow(seg_np, cmap=cmap, vmin=0, vmax=1) plt.colorbar( im, ax=axes[1, i], @@ -161,3 +153,99 @@ def show_examples( plt.close() print(f"Saved sample visualization to: {save_path}") return + + +def show_epoch_predictions(model, dataset, epoch, n=3, device="cuda", indices=None): + """Show model predictions of validation set after specified epoch.""" + model.eval() + fig, axes = plt.subplots(3, n, figsize=(12, 6)) + fig.suptitle( + f"Model Predictions after Epoch {epoch}", fontsize=16, fontweight="bold" + ) + + if indices is None: + indices = random.sample(range(len(dataset)), n) + + with torch.no_grad(): + for i, idx in enumerate(indices): + image, true_mask = dataset[idx] + + # Output of model is sigmoid activated + pred = model(image.unsqueeze(0).to(device)) # Model expects batch dimension + pred_mask = ( + pred[0, 0].cpu().numpy() + ) # 1st batch, 1st channel -> probability map + pred_mask_bin = (pred_mask > 0.5).astype(np.uint8) + + # Denormalize image for visualisation + img_show = (image - image.min()) / (image.max() - image.min() + 1e-8) + + # Transpose from CHW to HWC for plotting + img_np = img_show.permute(1, 2, 0).squeeze().cpu().numpy() # H x W x C + + # Show the original image + axes[0, i].imshow(img_np, cmap="gray") + axes[0, i].set_title(f"Image {idx}", fontweight="bold") + axes[0, i].axis("off") + + # Show the ground truth mask + axes[1, i].imshow(true_mask.squeeze(0).cpu(), cmap="gray", vmin=0, vmax=1) + axes[1, i].set_title(f"Ground Truth Mask {idx}", fontweight="bold") + axes[1, i].axis("off") + + # Show the predicted mask + axes[2, i].imshow(pred_mask_bin, cmap="gray", vmin=0, vmax=1) + # Pixel accuracy + accuracy = np.mean(pred_mask_bin == true_mask.squeeze(0).cpu().numpy()) + # Dice coefficient + true_np = true_mask.squeeze(0).cpu().numpy() + intersection = np.sum(pred_mask_bin * true_np) + dice_coeff = (2.0 * intersection + 1e-6) / ( + np.sum(pred_mask_bin) + np.sum(true_np) + 1e-6 + ) + + axes[2, i].set_title( + f"Predicted Mask {idx}\n" + f"Acc: {accuracy:.2f}\n" + f"Dice: {dice_coeff:.2f}", + fontweight="bold", + ) + axes[2, i].axis("off") + plt.tight_layout() + plt.savefig(f"epoch_{epoch}_predictions.png") + plt.close() + # print(f"Saved epoch {epoch} predictions to: epoch_{epoch}_predictions.png") + + model.train() # Switch back to train mode + return + + +def plot_loss(losses, loss_type="dice"): + plt.figure(figsize=(8, 4)) + plt.plot(losses, "bo-", linewidth=2, markersize=8) + + title_map = { + "bce": "Training Loss (BCE)", + "dice": "Training Loss (Dice)", + "combined": "Training Loss (Combined BCE + Dice)", + } + + plt.title(title_map.get(loss_type, "Training Loss"), fontsize=14, fontweight="bold") + plt.xlabel("Epoch") + plt.ylabel("Loss") + plt.grid(True, alpha=0.3) + plt.savefig(f"loss_plot_{loss_type}.png") + plt.close() + return + + +def save_model_checkpoint(state, checkpoint_path="checkpoint.pth.tar"): + print(f"=> Saving model checkpoint.") + torch.save(state, checkpoint_path) + return + + +def load_model_checkpoint(checkpoint_path="checkpoint.pth.tar", model=None): + print(f"=> Loading model checkpoint") + model.load_state_dict(checkpoint_path["state_dict"]) + return From 9ce0fabab4a03505bd5ca7b1af5682b1bdc9f0bb Mon Sep 17 00:00:00 2001 From: Shannon Date: Tue, 28 Oct 2025 13:17:44 +1000 Subject: [PATCH 06/13] Initial commit: add UNet architecture with DoubleConv - Added DoubleConv class combining two 3x3 Conv2D layers with BatchNorm, ReLU and Dropout - Implemented full UNet model for 2D prostate MRI segmentation. It includes: - Encoder (downsampling), bottleneck, and decoder (upsampling with skip connections) - Outputs sigmoid-activated probability maps in the [0, 1] range for binary segmentation --- recognition/unet_s4741911/modules.py | 87 ++++++++++++++++++++++++++++ 1 file changed, 87 insertions(+) create mode 100644 recognition/unet_s4741911/modules.py diff --git a/recognition/unet_s4741911/modules.py b/recognition/unet_s4741911/modules.py new file mode 100644 index 000000000..d697f8f34 --- /dev/null +++ b/recognition/unet_s4741911/modules.py @@ -0,0 +1,87 @@ +import torch +import torch.nn as nn +import torchvision.transforms.functional as TF + + +# Double Convolution Block +class DoubleConv(nn.Module): + def __init__(self, in_channels, out_channels, dropout_prob=0.2): + super(DoubleConv, self).__init__() + self.conv = nn.Sequential( + nn.Conv2d( + in_channels, + out_channels, + kernel_size=3, + stride=1, + padding=1, + bias=False, # Bias is not needed with BatchNorm, as it will be cancelled out + ), + nn.BatchNorm2d(out_channels), + nn.ReLU(inplace=True), + nn.Conv2d( + out_channels, + out_channels, + kernel_size=3, + stride=1, + padding=1, + bias=False, + ), + nn.BatchNorm2d(out_channels), + nn.ReLU(inplace=True), + nn.Dropout2d(p=dropout_prob), + ) + + def forward(self, x): + return self.conv(x) + + +class UNET(nn.Module): + def __init__(self, in_channels=1, out_channels=1, features=[64, 128, 256, 512]): + super(UNET, self).__init__() + self.ups = nn.ModuleList() + self.downs = nn.ModuleList() + self.pool = nn.MaxPool2d(kernel_size=2, stride=2) + + # Encoder part of UNET + for feature in features: + self.downs.append(DoubleConv(in_channels, feature)) + in_channels = feature + + # Decoder part of UNET + for feature in reversed(features): + self.ups.append( + nn.ConvTranspose2d(feature * 2, feature, kernel_size=2, stride=2) + ) + self.ups.append(DoubleConv(feature * 2, feature)) + + self.bottleneck = DoubleConv(features[-1], features[-1] * 2) + self.final_conv = nn.Conv2d(features[0], out_channels, kernel_size=1) + + def forward(self, x): + skip_connections = [] + + for down in self.downs: + x = down(x) + skip_connections.append(x) + x = self.pool(x) + + x = self.bottleneck(x) + skip_connections = skip_connections[::-1] + + for idx in range(0, len(self.ups), 2): + x = self.ups[idx](x) + skip_connection = skip_connections[idx // 2] + + if x.shape != skip_connection.shape: + # Resize x to match skip_connection size + x = TF.resize(x, size=skip_connection.shape[2:]) + + # Concatenate along channel dimension + concat_skip = torch.cat((skip_connection, x), dim=1) + x = self.ups[idx + 1](concat_skip) + + # Apply sigmoid activation so output is probability map between 0 and 1 + x = self.final_conv(x) + x = torch.sigmoid(x) + + return x From 5dd12eded1a9ab65a69e493bfb67e07933b7deaa Mon Sep 17 00:00:00 2001 From: Shannon Date: Mon, 3 Nov 2025 01:34:17 +1000 Subject: [PATCH 07/13] Refactor HipMRIProstateDataset to support multi-class segmentation and v2 transforms - Added Image and Mask wrappers for transform - Removed hardcoded prostate-only binary mask conversion --- recognition/unet_s4741911/dataset.py | 38 +++++++++++++++------------- 1 file changed, 20 insertions(+), 18 deletions(-) diff --git a/recognition/unet_s4741911/dataset.py b/recognition/unet_s4741911/dataset.py index 2a91a773a..7dfd18a59 100644 --- a/recognition/unet_s4741911/dataset.py +++ b/recognition/unet_s4741911/dataset.py @@ -1,13 +1,23 @@ +""" +dataset.py + +Defines dataset class for loading and preprocessing 2D Hip MRI prostate Nifti slices. +It supports optional transformations, normalization, categorical conversion, and resizing. +""" + import torch from torch.utils.data import Dataset from utils import load_data_2D import os -import numpy as np -import torchvision.transforms as transforms +from torchvision.tv_tensors import Image, Mask class HipMRIProstateDataset(Dataset): - """Dataset for Hip MRI Prostate 2D Nifti slices.""" + """ + Dataset for Hip MRI Prostate 2D Nifti slices. + + Handles loading, normalisation, categorical conversion, and resizing. + """ def __init__( self, @@ -60,8 +70,9 @@ def __init__( self.seg = load_data_2D( self.seg_files, normImage=False, - categorical=False, + categorical=self.categorical, ) + print( f"Finished loading {len(self.images)} images and {len(self.seg)} segmentations." ) @@ -73,21 +84,12 @@ def __getitem__(self, idx): image = self.images[idx] seg = self.seg[idx] - # Expand dims to add channel dimension if missing (for grayscale images) - if image.ndim == 2: - image = image[np.newaxis, :, :] - if seg.ndim == 2: - seg = seg[np.newaxis, :, :] - if self.transform: - image = self.transform(image) - - image = image.permute(1, 2, 0) # Change from (W, C, H) -> (C, H, W) - - binary_seg = np.zeros_like(seg, dtype=np.uint8) - binary_seg[seg == 5] = 1 # Prostate class - binary_seg[seg != 5] = 0 # Non-prostate classes + image = Image(torch.tensor(image, dtype=torch.float32)) + seg = Mask(torch.tensor(seg, dtype=torch.int64)) + image, seg = self.transform(image, seg) - seg = torch.tensor(binary_seg, dtype=torch.uint8) + if self.categorical and seg.ndim == 3: + seg = seg.permute(2, 0, 1) # Change seg shape to (C, H, W) return image, seg From e6c85ada8357088d1f400ab77850547d8ce40c23 Mon Sep 17 00:00:00 2001 From: Shannon Date: Mon, 3 Nov 2025 01:37:33 +1000 Subject: [PATCH 08/13] Refactor UNET for multi-class segmentation with raw logits output - Changed out_channels to 6 for multi-class prediction - Removed final sigmoid activated to output logits for CrossEntropy/Focal compatibility - Reduced feature depth for faster convergence - Updated model docstrings --- recognition/unet_s4741911/modules.py | 16 +++++++++++----- 1 file changed, 11 insertions(+), 5 deletions(-) diff --git a/recognition/unet_s4741911/modules.py b/recognition/unet_s4741911/modules.py index d697f8f34..074de4953 100644 --- a/recognition/unet_s4741911/modules.py +++ b/recognition/unet_s4741911/modules.py @@ -1,3 +1,10 @@ +""" +modules.py + +Contains core model architecture for UNET-based segmentation of 2D Hip MRI prostate images. +Uses Double Convolution blocks, Encoder-Decoder structure with skip connections. +""" + import torch import torch.nn as nn import torchvision.transforms.functional as TF @@ -36,7 +43,9 @@ def forward(self, x): class UNET(nn.Module): - def __init__(self, in_channels=1, out_channels=1, features=[64, 128, 256, 512]): + def __init__( + self, in_channels=1, out_channels=6, features=[32, 64, 128, 256] + ): # Reduced features compared to original UNET super(UNET, self).__init__() self.ups = nn.ModuleList() self.downs = nn.ModuleList() @@ -80,8 +89,5 @@ def forward(self, x): concat_skip = torch.cat((skip_connection, x), dim=1) x = self.ups[idx + 1](concat_skip) - # Apply sigmoid activation so output is probability map between 0 and 1 x = self.final_conv(x) - x = torch.sigmoid(x) - - return x + return x # Raw logits output From 7a59713d41a331ed7258688d235fdb7198c87bb0 Mon Sep 17 00:00:00 2001 From: Shannon Date: Mon, 3 Nov 2025 01:40:43 +1000 Subject: [PATCH 09/13] Refactor utils.py for multi-class segmentation and visualisation improvements - Updated to_channels() for fixed 6 class one hot encoding - Rewrote show_epoch_predictions() for multi-class predictions and Dice per class 5 - Added validation loss plotting and per-class Dice curve visualisation - Improved checkpointing functions --- recognition/unet_s4741911/utils.py | 218 +++++++++++++++-------------- 1 file changed, 110 insertions(+), 108 deletions(-) diff --git a/recognition/unet_s4741911/utils.py b/recognition/unet_s4741911/utils.py index 961373e8a..9d9297cef 100644 --- a/recognition/unet_s4741911/utils.py +++ b/recognition/unet_s4741911/utils.py @@ -1,3 +1,9 @@ +""" +utils.py +Utility functions for data loading, preprocessing, model checkpointing, +and visualization for UNET-based segmentation of 2D Hip MRI prostate images. +""" + import numpy as np import nibabel as nib from tqdm import tqdm @@ -5,16 +11,13 @@ import random import matplotlib.pyplot as plt import torch -from matplotlib.colors import ListedColormap -def to_channels(arr: np.ndarray, dtype=np.uint8) -> np.ndarray: +def to_channels(arr: np.ndarray, dtype=np.uint8, num_classes: int = 6) -> np.ndarray: """Convert a label array to one-hot encoded channels.""" - channels = np.unique(arr) - res = np.zeros(arr.shape + (len(channels),), dtype=dtype) + res = np.zeros(arr.shape + (num_classes,), dtype=dtype) - for c in channels: - c = int(c) + for c in range(num_classes): res[..., c : c + 1][arr == c] = 1 return res @@ -50,27 +53,33 @@ def load_data_2D( if len(first_case.shape) == 3: first_case = first_case[:, :, 0] # Sometimes extra dimension, take first slice - # Resize image - first_case = resize(first_case, resize_to, mode="constant", preserve_range=True) + # # Resize image + # first_case = resize(first_case, resize_to, mode="constant", preserve_range=True) if categorical: - first_case = to_channels(first_case, dtype=dtype) + first_case = to_channels(first_case, dtype=dtype, num_classes=6) rows, cols, channels = first_case.shape images = np.zeros((num, rows, cols, channels), dtype=dtype) else: rows, cols = first_case.shape images = np.zeros((num, rows, cols), dtype=dtype) - for i, inName in enumerate(tqdm(imageNames)): + for i, inName in enumerate( + tqdm(imageNames, desc="Loading images", ncols=100, mininterval=1) + ): niftiImage = nib.load(inName) inImage = niftiImage.get_fdata(caching="unchanged") # Read disk only affine = niftiImage.affine if len(inImage.shape) == 3: - inImage = inImage[ - :, :, 0 - ] # Sometimes extra dimension in HipMRI, take first slice - - inImage = resize(inImage, resize_to, mode="constant", preserve_range=True) + # Sometimes extra dimension in HipMRI, take first slice + inImage = inImage[:, :, 0] + + inImage = resize( + inImage, + resize_to, + mode="constant", + preserve_range=True, + ) inImage = inImage.astype(dtype) if normImage: @@ -79,7 +88,7 @@ def load_data_2D( inImage = (inImage - inImage.mean()) / inImage.std() if categorical: - inImage = to_channels(inImage, dtype=dtype) # one-hot encode + inImage = to_channels(inImage, dtype=dtype, num_classes=6) images[i, :, :, :] = inImage else: images[i, :, :] = inImage @@ -95,68 +104,17 @@ def load_data_2D( return images -def show_examples( - dataset, - title, - n=3, - save_path="sample_visualization.png", -): - """Display and save n random samples (image + mask pairs) from the dataset.""" - - # Randomly choose indices - indices = random.sample(range(len(dataset)), n) - - fig, axes = plt.subplots(2, n, figsize=(12, 6), gridspec_kw={"wspace": 0.3}) - fig.suptitle(title, fontsize=16, fontweight="bold") - - for i, idx in enumerate(indices): - image, seg = dataset[idx] - - # Denormalize image for visualisation - img_show = (image - image.min()) / (image.max() - image.min() + 1e-8) - - # Convert tensors to numpy arrays and plot image - img_np = img_show.permute(1, 2, 0).squeeze().numpy() # H x W x C for image - - axes[0, i].imshow(img_np, cmap="gray") - axes[0, i].set_title(f"Image {idx}", fontweight="bold") - axes[0, i].axis("off") - - # Debug info for segmentation mask - seg_np = seg.squeeze(0).numpy() - unique_vals = np.unique(seg_np) - seg_pixels = np.sum(seg_np == 1) - bg_pixels = np.sum(seg_np == 0) - - # Plot segmentation mask - colours = ["blue", "red"] - cmap = ListedColormap(colours) - im = axes[1, i].imshow(seg_np, cmap=cmap, vmin=0, vmax=1) - axes[1, i].set_title( - f"Mask {idx} (Seg: {seg_pixels}, BG: {bg_pixels})", - fontweight="bold", - ) - axes[1, i].axis("off") - - # Add colorbar for segmentation mask - if i == 0: - plt.colorbar( - im, - ax=axes[1, i], - shrink=0.6, - ticks=[0, 1], - label="0=BG, 1=Segmentation", - ) - - plt.tight_layout() - plt.savefig(save_path) - plt.close() - print(f"Saved sample visualization to: {save_path}") - return - - def show_epoch_predictions(model, dataset, epoch, n=3, device="cuda", indices=None): - """Show model predictions of validation set after specified epoch.""" + """ + Show model predictions of validation set after specified epoch. + Args: + model: Trained UNET model. + dataset: Dataset to visualize predictions on. + epoch: Current epoch number for title. + n: Number of samples to display. + device: Device to run model on. + indices: Specific dataset indices to visualize. If None, random samples are chosen. + """ model.eval() fig, axes = plt.subplots(3, n, figsize=(12, 6)) fig.suptitle( @@ -170,12 +128,10 @@ def show_epoch_predictions(model, dataset, epoch, n=3, device="cuda", indices=No for i, idx in enumerate(indices): image, true_mask = dataset[idx] - # Output of model is sigmoid activated + # Output of model is logits for multiple classes pred = model(image.unsqueeze(0).to(device)) # Model expects batch dimension - pred_mask = ( - pred[0, 0].cpu().numpy() - ) # 1st batch, 1st channel -> probability map - pred_mask_bin = (pred_mask > 0.5).astype(np.uint8) + # Predicted class per pixel + pred_mask = torch.argmax(pred, dim=1)[0].cpu().numpy() # Denormalize image for visualisation img_show = (image - image.min()) / (image.max() - image.min() + 1e-8) @@ -189,63 +145,109 @@ def show_epoch_predictions(model, dataset, epoch, n=3, device="cuda", indices=No axes[0, i].axis("off") # Show the ground truth mask - axes[1, i].imshow(true_mask.squeeze(0).cpu(), cmap="gray", vmin=0, vmax=1) + axes[1, i].imshow(true_mask.squeeze(0).cpu(), cmap="gray", vmin=0, vmax=5) axes[1, i].set_title(f"Ground Truth Mask {idx}", fontweight="bold") axes[1, i].axis("off") # Show the predicted mask - axes[2, i].imshow(pred_mask_bin, cmap="gray", vmin=0, vmax=1) - # Pixel accuracy - accuracy = np.mean(pred_mask_bin == true_mask.squeeze(0).cpu().numpy()) - # Dice coefficient + axes[2, i].imshow(pred_mask, cmap="gray", vmin=0, vmax=5) + true_np = true_mask.squeeze(0).cpu().numpy() - intersection = np.sum(pred_mask_bin * true_np) - dice_coeff = (2.0 * intersection + 1e-6) / ( - np.sum(pred_mask_bin) + np.sum(true_np) + 1e-6 - ) + pred_np = pred_mask + + # Binary masks for prostate class (class 5) + true_np = (true_np == 5).astype(np.uint8) + prostate_present = true_np.any() # Check if prostate is present + pred_mask = (pred_np == 5).astype(np.uint8) + + intersection = np.logical_and(pred_mask, true_np).sum() + dice_coeff = (2.0 * intersection) / (pred_mask.sum() + true_np.sum() + 1e-6) + + presence_text = "Present" if prostate_present else "Absent" axes[2, i].set_title( - f"Predicted Mask {idx}\n" - f"Acc: {accuracy:.2f}\n" - f"Dice: {dice_coeff:.2f}", + f"Predicted Mask {idx}\nClass 5 Dice Coeff: {dice_coeff:.3f}\nProstate Presence: {presence_text}", fontweight="bold", ) axes[2, i].axis("off") plt.tight_layout() plt.savefig(f"epoch_{epoch}_predictions.png") plt.close() - # print(f"Saved epoch {epoch} predictions to: epoch_{epoch}_predictions.png") model.train() # Switch back to train mode return -def plot_loss(losses, loss_type="dice"): - plt.figure(figsize=(8, 4)) - plt.plot(losses, "bo-", linewidth=2, markersize=8) +def plot_loss(train_loss, val_loss, loss_type="dice"): + """ + Plot training and validation loss curves across epochs. + + Args: + train_loss (list): List of training loss values per epoch. + val_loss (list): List of validation loss values per epoch. + loss_type (str): Type of loss for title and filename. + """ + plt.figure(figsize=(8, 5)) + + # Plot both loss curves + plt.plot(train_loss, "bo-", label="Training Loss", linewidth=2, markersize=6) + plt.plot(val_loss, "ro-", label="Validation Loss", linewidth=2, markersize=6) title_map = { - "bce": "Training Loss (BCE)", - "dice": "Training Loss (Dice)", - "combined": "Training Loss (Combined BCE + Dice)", + "ce": "Training vs Validation Loss (CE)", + "dice": "Training vs Validation Loss (Dice)", + "combined": "Training vs Validation Loss (Combined CE + Dice)", } - plt.title(title_map.get(loss_type, "Training Loss"), fontsize=14, fontweight="bold") + plt.title( + title_map.get(loss_type, "Training vs Validation Loss"), + fontsize=14, + fontweight="bold", + ) plt.xlabel("Epoch") plt.ylabel("Loss") plt.grid(True, alpha=0.3) + plt.legend() plt.savefig(f"loss_plot_{loss_type}.png") plt.close() return -def save_model_checkpoint(state, checkpoint_path="checkpoint.pth.tar"): - print(f"=> Saving model checkpoint.") - torch.save(state, checkpoint_path) +def save_model_checkpoint(state, filename="checkpoint.pth.tar"): + """Save model checkpoint.""" + torch.save(state, filename) + print(f"=> Saved model checkpoint to {filename}") + return + + +def load_model_checkpoint(checkpoint, model): + """Load model checkpoint.""" + model.load_state_dict(checkpoint["state_dict"]) + print(f"=> Loaded model checkpoint") return -def load_model_checkpoint(checkpoint_path="checkpoint.pth.tar", model=None): - print(f"=> Loading model checkpoint") - model.load_state_dict(checkpoint_path["state_dict"]) +def plot_dice_per_class(dice_scores_all_epochs): + """ + Plot Dice coefficient per class across epochs. + Args: + dice_scores_all_epochs (list of lists): Dice scores per class for each epoch. + """ + dice_scores_all_epochs = np.array(dice_scores_all_epochs) + epochs = dice_scores_all_epochs.shape[0] + classes = dice_scores_all_epochs.shape[1] + + plt.figure(figsize=(10, 5)) + for class_idx in range(classes): + plt.plot( + range(1, epochs + 1), + dice_scores_all_epochs[:, class_idx], + label=f"Class {class_idx}", + ) + plt.xlabel("Epoch") + plt.ylabel("Dice Coefficient") + plt.title("Dice Coefficient per Class Across Epochs") + plt.legend() + plt.savefig("dice_per_class_plot.png") + plt.close() return From fc887ea602e8ecd0ddc3b53df7745c82287fce83 Mon Sep 17 00:00:00 2001 From: Shannon Date: Mon, 3 Nov 2025 01:43:43 +1000 Subject: [PATCH 10/13] Initial commit: finalised report for U-Net prostate segmentation project --- recognition/unet_s4741911/README.md | 120 ++++++++++++++++++++++++++++ 1 file changed, 120 insertions(+) create mode 100644 recognition/unet_s4741911/README.md diff --git a/recognition/unet_s4741911/README.md b/recognition/unet_s4741911/README.md new file mode 100644 index 000000000..735aa7e32 --- /dev/null +++ b/recognition/unet_s4741911/README.md @@ -0,0 +1,120 @@ +# Prostate Segmentation on HipMRI Using 2D U-Net + +By Shannon Dela Pena, 47419111 + +## Description of the U-Net Algorithm + +This project focuses on prostate segmentation from medical MRI scans using a 2D U-Net deep learning architecture. + +The U-Net algorithm is a convolutional neural network (CNN) is designed specifically for biomedical image segmentation. [^1] It consists of a contracting path that captures contextual and semantic information by downsampling and an expanding path that restores spatial context by upsampling and skip connections. This structure allows for pixel-level classification of each region. By doing this, U-Net is highly effective in medical image segmentation, as it can adapt to variations of organ size, shape, and position across different patients. + +In this project, the same core architecture is adapted and optimised for 2D prostate MRI slices from the HipMRI dataset. + +## Objective of Task + +The goal of this project is to automatically segment the prostate gland from MRI scans, targeting a Dice Similarity Coefficient (DSC) of >= 0.75, indicating a high degree of overlap between predicted and ground-truth segmentations. + +## Methodology + +The MRI slice data consisted of images with a resolution of 256 x 128 pixels (H x W). Each corresponding segmentation mask contained six distinct labels, with labels: + +- 0 = Background +- 1 = Body +- 2 = Bones +- 3 = Bladder +- 4 = Rectum +- 5 = Prostate + +**Data Preparation and Augmentation** + +To improve generalisation and prevent overfitting, spatial augmentations such as random rotations and horizontal flip were applied to the MRI slices during training. A study on _Data Augmentations for Prostate Cancer Detection_, [^2] found that small rotational perturbations reflected real world positional variability while keeping anatomical realism, helping the model to generalise better. Horizontal and vertical flips further enhanced robustness by teaching the model that mirrored structures can represent the same anatomical class. + +**The U-Net Architecture** + +The encoder path uses repeated `DoubleConv` blocks (two 3x3 convolutions, batch normalisation, and ReLU) followed by max-pooling for downsampling. The original U-Net used feature sizes of 64, 128, 256, and 512, but these were reduced to 32, 64, 128, and 256 to better accommodate noisy MRI data. + +A `DoubleConv` block in the bottleneck expands the feature maps from 256 to 512 channels, allowing the model to capture broader information such as relative positioning and overall structure of organs. + +The decoder mirrors the downsampling process with transposed convolutions for upsampling and skip connections from the encoder. This reconstruction restores spatial information lost during pooling, producing a multi-class segmentation map, which integrates with the combined Focal and Dice Loss for multi-class segmentation training. + +**Loss Functions** + +A combination of Focal and Dice Loss was used to address class imbalance and improve segmentation of smaller structures. Focal Loss, implemented as an extension of Cross-Entropy Loss, down-weights well-classified pixels while emphasising harder, misclassified ones. This is particularly relevant for the HipMRI dataset, which is highly imbalanced, as most slices lack a visible prostate region. Dice Loss complements this by focusing on region-level overlap and improving boundary precision between different organs. + +To compensate for the underrepresentation of smaller regions such as the rectum and prostate, per-class weights were applied to both the focal and dice components. This assigned higher importance to smaller structures while reducing the influence of dominant classes like the background and body. + +**Metrics** + +The Dice coefficient was computer per class after each epoch to evaluate overlap accuracy. + +## Results + +### Train + +![image](visualisation_train/dice_per_class_plot.png) + +Over 100 epochs, the model achieved consistent convergence across all classes, with Dice coefficients above 0.9 for major regions and stabilising around 0.75 for smaller regions. The slower convergence of classes 4 and 5 highlights the importance of loss weighting and the combined Focal-Dice loss to address class imbalance. The plateauing of Dice scores across all classes indicates that training reached stability and consistent performance. + +![image](visualisation/loss_plot_combined_FL_DL.png) + +The plot shows a steep decline in both training and validation losses during the early epochs, indicating that the model quickly learned to distinguish between major tissue regions. After this phase, both curves gradually flatten between epochs 15 and 50. The training loss continues to decrease steadily to approximately 0.45, while validation stabilises around 0.65. The consistent gap in between suggests mild overfitting, likely due to the model's ability to memorise larger structures more effectively than less frequent, smaller regions. + +Example predictions at different epochs can be viewed in the `visualisation_train` folder. + +### Test + +The trained U-Net model was evaluated on a test set of 540 MRI slices. The model achieved a mean Dice coefficient of 0.9137, indicating strong overall segmentation across all regions. Below are class-wise Dice scores: + +![image](visualisation_test/dice_per_class_test.png) + +``` +Dice per class: {'Background': 0.969, 'Body': 0.968, 'Bones': 0.854, 'Bladder': 0.91, 'Rectum': 0.913, 'Prostate': 0.868} +Mean Dice coefficient: 0.9137 +Dice loss (1 - mean Dice): 0.0863 +``` + +Notably, the prostate region, despite being the smallest and least frequent, achieved a Dice score of 0.868. + +Visualisations of test predictions are provided in the `visualisation_test` folder. + +## Dependencies + +The project was conducted on the Rangpur A100 GPU cluster, using fixed random seed of 7 for reproducibility. The environment was built with the following dependencies: + +``` +torch==2.7.1+cu118 +torchvision==0.22.1+cu118 +torchaudio==2.7.1+cu118 +numpy==2.1.2 +matplotlib==3.10.6 +nibabel==5.3.2 +scikit-image==0.25.2 +tqdm==4.67.1 +pillow==11.0.0 +scipy==1.16.2 +``` + +## For Future Implementations + +Limitations + +- The model was trained using only 2D slices, losing some anatomical context + +Future work + +- Extend the approach to 3D volumetric segmentation +- Incorporate pre-trained encoders for better convergence +- Apply advanced data augmentation techniques, such as elastic deformations as demonstrated in the original U-Net paper to improve generalization +- In training, the plateau after approximately 60 epochs suggests early stopping to shorten training without loss of performance. + +## References + +1. Aladdin Persson. PyTorch Image Segmentation Tutorial with U-NET [Video]. YouTube. https://www.youtube.com/watch?v=IHq1t7NxS8k + - Provided a practical walkthrough of U-Net architecture implementation and training in PyTorch +2. DigitalSreeni. 208 - Multiclass semantic segmentation using U-Net [Video].YouTube. https://www.youtube.com/watch?v=XyX5HNuv-xE + - Provided a practical walkthrough of U-Net architecture implementation with multi-class segmentation in PyTorch + +### Footnotes + +[^1]: :[^1] Ronneberger, O., Fischer, P., & Brox, T. (2015). _U-Net: Convolutional Networks for Biomedical Image Segmentation_. [https://arxiv.org/abs/1505.04597](https://arxiv.org/abs/1505.04597) +[^2]: Hao, R., Namdar, K., Liu, L., Haider, M. A., & Khalvati, F. (2021). A comprehensive study of data augmentation strategies for prostate cancer detection in diffusion-weighted MRI using convolutional neural networks. Journal of Digital Imaging, 34(4), 862–876. https://doi.org/10.1007/s10278-021-00478-7 From 062ffe62e28453722d8a33d65f31354c3f83c4d2 Mon Sep 17 00:00:00 2001 From: Shannon Date: Mon, 3 Nov 2025 01:46:05 +1000 Subject: [PATCH 11/13] Add finalised train.py implementing U-Net training with Focal and Dice Loss - Includes data loading, augmentation, training and validation loops - Adds checkpointing, loss plotting and Dice per class visualisation - Uses combined Focal Dice Loss for class imbalance handling --- recognition/unet_s4741911/train.py | 374 +++++++++++++++++++++++++++++ 1 file changed, 374 insertions(+) create mode 100644 recognition/unet_s4741911/train.py diff --git a/recognition/unet_s4741911/train.py b/recognition/unet_s4741911/train.py new file mode 100644 index 000000000..c90f71fff --- /dev/null +++ b/recognition/unet_s4741911/train.py @@ -0,0 +1,374 @@ +""" +train.py +Training script for UNET-based segmentation of 2D Hip MRI prostate images. +Includes data loading, model training loop, validation, checkpointing, and visualization. + +Key Features: +- Uses Focal + Dice Loss for handling class imbalance. +- train() function encapsulates the training process. +- main() function sets up datasets, model, optimizer, and starts training. +""" + +import random +import os +import torch +from torch.utils.data import DataLoader +from dataset import HipMRIProstateDataset +import torchvision.transforms.v2 as v2 +from utils import ( + plot_loss, + show_epoch_predictions, + save_model_checkpoint, + load_model_checkpoint, + plot_dice_per_class, +) +import torch.optim as optim +from modules import UNET +import numpy as np + + +# Hyperparameters +LEARNING_RATE = 1e-4 +DEVICE = "cuda" if torch.cuda.is_available() else "cpu" +SUBSET_SIZE_TRAIN = None # Use None to load full dataset +SUBSET_SIZE_VAL = None # Use None to load full dataset +BATCH_SIZE_TRAIN = 32 +BATCH_SIZE_VAL = 64 +NUM_EPOCHS = 20 # 100 +NUM_WORKERS = 1 +IMAGE_HEIGHT = 256 +IMAGE_WIDTH = 128 +NUM_CLASSES = 6 + +# Set random seeds for reproducibility +torch.manual_seed(55) +np.random.seed(55) +random.seed(55) +if torch.cuda.is_available(): + torch.cuda.manual_seed(55) + + +class DiceLoss(torch.nn.Module): + """ + Dice loss implementation for multi-class segmentation. + Computes Dice coefficient per class and averages with optional class weights. + + Args: + smooth (float): Smoothing factor to avoid division by zero. + num_classes (int): Number of segmentation classes. + class_weights (torch.Tensor, optional): Weights for each class to handle imbalance. + + Returns: + torch.Tensor: scalarDice loss value. + """ + + def __init__(self, smooth=1e-5, num_classes=6, class_weights=None): + super(DiceLoss, self).__init__() + self.smooth = smooth + self.num_classes = num_classes + self.last_dice_coeff = None + self.class_weights = class_weights + + def forward(self, inputs, targets): + # Apply softmax for probabilities + inputs = torch.softmax(inputs, dim=1) + + # One-hot encode targets + targets_one_hot = ( + torch.nn.functional.one_hot(targets, num_classes=self.num_classes) + .permute(0, 3, 1, 2) + .float() + ) + + # Flatten for spatial dimensions + inputs = inputs.view(inputs.size(0), inputs.size(1), -1) + targets_one_hot = targets_one_hot.view( + targets_one_hot.size(0), self.num_classes, -1 + ) + + # Compute intersection and union for Dice coefficient + intersection = (inputs * targets_one_hot).sum(-1) + total = inputs.sum(-1) + targets_one_hot.sum(-1) + dice_per_class = (2.0 * intersection + self.smooth) / (total + self.smooth) + + # Mask out classes not present in ground truth + mask = (targets_one_hot.sum(-1) > 0).float() + dice_per_class = (dice_per_class * mask).sum(0) / mask.sum(0).clamp(min=1.0) + + self.last_dice_coeff = dice_per_class.detach().cpu().numpy() + + # Apply class weights if provided + if self.class_weights is not None: + dice_loss = (1 - dice_per_class) * self.class_weights + dice_loss = dice_loss.sum() / self.class_weights.sum() + else: + dice_loss = 1 - dice_per_class.mean() + + return dice_loss + + def get_last_dice_coeff(self): + return self.last_dice_coeff + + +class FocalLoss(torch.nn.Module): + """ + Focal Loss implementation for multi-class segmentation. + Focuses training on hard-to-classify examples. + + Args: + weight (torch.Tensor, optional): Weights for each class. + gamma (float): Focusing parameter. + + Returns: + torch.Tensor: scalar Focal loss value. + """ + + def __init__(self, weight=None, gamma=2.0): + super(FocalLoss, self).__init__() + self.weight = weight + self.gamma = gamma + self.ce = torch.nn.CrossEntropyLoss(weight=weight, reduction="none") + + def forward(self, inputs, targets): + # Compute per-pixel cross entropy loss + ce_loss = self.ce(inputs, targets) # [B, H, W] + pt = torch.exp(-ce_loss) # model confidence for the true class + focal_loss = ((1 - pt) ** self.gamma) * ce_loss + return focal_loss.mean() + + +class FocalDiceLoss(torch.nn.Module): + """ + Combined Focal and Dice Loss for multi-class segmentation. + + Args: + weight (torch.Tensor, optional): Weights for each class. + dice_factor (float): Weighting factor for Dice loss component. + focal_factor (float): Weighting factor for Focal loss component. + num_classes (int): Number of segmentation classes. + + Returns: + torch.Tensor: scalar combined loss value. + """ + + def __init__(self, weight=None, dice_factor=3.0, focal_factor=1.0, num_classes=6): + super(FocalDiceLoss, self).__init__() + self.focal = FocalLoss(weight=weight) + self.dice = DiceLoss(num_classes=num_classes, class_weights=weight) + self.dice_factor = dice_factor + self.focal_factor = focal_factor + self.last_dice_coeff = None + + def forward(self, inputs, targets): + # Compute focal and dice losses + focal = self.focal(inputs, targets) + dice = self.dice(inputs, targets) + self.last_dice_coeff = self.dice.get_last_dice_coeff() + # Returned weighted sum of losses + return self.focal_factor * focal + self.dice_factor * dice + + def get_last_dice_coeff(self): + return self.last_dice_coeff + + +def train( + model, + train_loader, + validation_loader, + visualize_every=20, + criterion=None, + optimizer=None, +): + """ + Main training loop for UNET model. + """ + train_losses = [] + val_losses = [] + dice_scores_all_epochs = [] + + scaler = torch.amp.GradScaler() if DEVICE == "cuda" else None + + # Fixed validation samples for visualisation across epochs + val_dataset = validation_loader.dataset + _vis_n = 3 # number of samples to visualise + _vis_indices = random.sample(range(len(val_dataset)), _vis_n) + + print( + "Starting training with Batch Norm, ReLU, Dropout, using Focal and Dice Loss..." + ) + + # Load from checkpoint if available + checkpoint_path = "checkpoint.pth.tar" + if os.path.exists(checkpoint_path): + try: + load_model_checkpoint(torch.load(checkpoint_path), model) + except Exception as e: + print(f"Could not load checkpoint ({e}). Starting from scratch.") + else: + print("No checkpoint found. Starting from scratch.") + + for epoch in range(NUM_EPOCHS): + model.train() + epoch_loss = 0.0 + for images, masks in train_loader: + images, masks = images.to(DEVICE), masks.to(DEVICE) + + optimizer.zero_grad() + + with torch.amp.autocast(enabled=(scaler is not None), device_type=DEVICE): + outputs = model(images) # [B, C, H, W] + loss = criterion(outputs, masks) + + # Backward pass and optimization + if scaler is not None: + scaler.scale(loss).backward() + torch.nn.utils.clip_grad_norm_(model.parameters(), max_norm=1.0) + scaler.step(optimizer) + scaler.update() + else: + loss.backward() + torch.nn.utils.clip_grad_norm_(model.parameters(), max_norm=1.0) + optimizer.step() + + epoch_loss += loss.item() + + avg_train_loss = epoch_loss / len(train_loader) + train_losses.append(avg_train_loss) + + # Validate + model.eval() + with torch.no_grad(): + val_loss = 0.0 + dice_scores = [] + + for idx, (val_images, val_masks) in enumerate(validation_loader): + val_images, val_masks = val_images.to(DEVICE), val_masks.to(DEVICE) + + val_outputs = model(val_images) + loss = criterion(val_outputs, val_masks) + val_loss += loss.item() + + # Collect per-class Dice scores + if hasattr(criterion, "get_last_dice_coeff"): + dice_per_class = criterion.get_last_dice_coeff() + if dice_per_class is not None: + dice_scores.append(dice_per_class) + + # Compute average Dice per class across validation batches + if dice_scores: + dice_scores = np.mean(np.vstack(dice_scores), axis=0) + dice_scores_all_epochs.append(dice_scores) + print(f"Dice per class at epoch: {dice_scores}") + + avg_val_loss = val_loss / len(validation_loader) + val_losses.append(avg_val_loss) + + print( + f"Epoch [{epoch + 1}/{NUM_EPOCHS}], " + f"Train Loss: {avg_train_loss:.4f}, " + f"Validation Loss: {avg_val_loss:.4f}" + ) + + # Save checkpoint if best validation loss improves + if epoch == 0 or avg_val_loss < min(val_losses[:-1]): + checkpoint = { + "state_dict": model.state_dict(), + "optimizer": optimizer.state_dict(), + } + save_model_checkpoint(checkpoint) + print( + f"Saved new best model checkpoint at epoch {epoch + 1} (val loss: {avg_val_loss:.4f})" + ) + + # Visualize predictions + if (epoch + 1) % visualize_every == 0: + show_epoch_predictions(model, val_dataset, epoch + 1, indices=_vis_indices) + + print("Training complete with U-NET architecture.") + + plot_dice_per_class(dice_scores_all_epochs) + + return train_losses, val_losses + + +def main(): + + train_transform = v2.Compose( + [ + v2.RandomHorizontalFlip(p=0.5), + v2.RandomVerticalFlip(p=0.5), + v2.RandomRotation(degrees=(-10, 10)), + v2.ToDtype(torch.float32, scale=True), + ] + ) + + val_transform = v2.Compose( + [ + v2.ToDtype(torch.float32, scale=True), + ] + ) + + train_dataset = HipMRIProstateDataset( + data_dir="/home/groups/comp3710/HipMRI_Study_open/keras_slices_data", + split="train", + transform=train_transform, + subset_size=SUBSET_SIZE_TRAIN, + categorical=False, # (256, 128) masks + normImage=True, + resize_to=(IMAGE_HEIGHT, IMAGE_WIDTH), + ) + # Shape checking + sample_image, sample_mask = train_dataset[0] + print(f"Sample image shape: {sample_image.shape}") # ([1, 256, 128]) + print(f"Sample mask shape: {sample_mask.shape}") # ([256, 128]) + + train_loader = DataLoader( + train_dataset, + batch_size=BATCH_SIZE_TRAIN, + shuffle=True, + num_workers=NUM_WORKERS, + pin_memory=True, + ) + + validate_dataset = HipMRIProstateDataset( + data_dir="/home/groups/comp3710/HipMRI_Study_open/keras_slices_data", + split="validate", + transform=val_transform, + subset_size=SUBSET_SIZE_VAL, + normImage=True, + categorical=False, + resize_to=(IMAGE_HEIGHT, IMAGE_WIDTH), + ) + validate_loader = DataLoader( + validate_dataset, + batch_size=BATCH_SIZE_VAL, + shuffle=False, + num_workers=NUM_WORKERS, + pin_memory=True, + ) + + # Compute class weights for CrossEntropyLoss + class_weights = torch.tensor([1, 1, 1, 3, 9, 10], dtype=torch.float).to(DEVICE) + + print(f"Class weights: {class_weights}") + + model = UNET(in_channels=1, out_channels=NUM_CLASSES).to(DEVICE) + criterion = FocalDiceLoss( + weight=class_weights, dice_factor=3.0, focal_factor=1.0, num_classes=NUM_CLASSES + ) + + optimizer = optim.Adam(model.parameters(), lr=LEARNING_RATE) + + train_losses, val_losses = train( + model, + train_loader, + validate_loader, + visualize_every=10, + criterion=criterion, + optimizer=optimizer, + ) + plot_loss(train_losses, val_losses, loss_type="combined") + + +if __name__ == "__main__": + main() From 4e9ffc41767e49dd5d956975b9be7454c8fce54a Mon Sep 17 00:00:00 2001 From: Shannon Date: Mon, 3 Nov 2025 01:48:17 +1000 Subject: [PATCH 12/13] Add predict.py for evaluating U-Net on HipMRI test set - Evaluates trained model on test dataset using Dice metric - Outputs per-class Dice, Dice mean and Dice loss summary - Saves qualitative prediction visualisations --- recognition/unet_s4741911/predict.py | 130 +++++++++++++++++++++++++++ 1 file changed, 130 insertions(+) create mode 100644 recognition/unet_s4741911/predict.py diff --git a/recognition/unet_s4741911/predict.py b/recognition/unet_s4741911/predict.py new file mode 100644 index 000000000..c363e452d --- /dev/null +++ b/recognition/unet_s4741911/predict.py @@ -0,0 +1,130 @@ +import os +import random +import torch +import numpy as np +import matplotlib.pyplot as plt +from torch.utils.data import DataLoader +from dataset import HipMRIProstateDataset +from modules import UNET +from utils import load_model_checkpoint +from train import DiceLoss +import torchvision.transforms.v2 as v2 + +# Configuration +DEVICE = "cuda" if torch.cuda.is_available() else "cpu" +BATCH_SIZE = 16 +NUM_CLASSES = 6 +IMAGE_HEIGHT = 256 +IMAGE_WIDTH = 128 +CHECKPOINT_PATH = "checkpoint.pth.tar" + +# Class names for visualisation +CLASS_NAMES = ["Background", "Body", "Bones", "Bladder", "Rectum", "Prostate"] + + +# Set random seeds for reproducibility +torch.manual_seed(55) +np.random.seed(55) +random.seed(55) +if torch.cuda.is_available(): + torch.cuda.manual_seed(55) + + +def evaluate(model, dataloader, device): + """Evaluate model on test set using Dice coefficient.""" + model.eval() + dice_fn = DiceLoss(num_classes=NUM_CLASSES) + dice_scores = [] + + with torch.no_grad(): + for images, masks in dataloader: + images, masks = images.to(device), masks.to(device) + outputs = model(images) + dice_fn(outputs, masks) + dice_per_class = dice_fn.get_last_dice_coeff() + dice_scores.append(dice_per_class) + + dice_scores = np.mean(np.vstack(dice_scores), axis=0) + mean_dice = np.mean(dice_scores) + return dice_scores, mean_dice + + +def visualize_predictions(model, dataset, save_dir="predictions", num_samples=5): + """Save example predictions as image triplets: input, ground truth, prediction.""" + os.makedirs(save_dir, exist_ok=True) + model.eval() + + indices = random.sample(range(len(dataset)), num_samples) + + with torch.no_grad(): + for idx in indices: + image, mask = dataset[idx] + input_tensor = image.unsqueeze(0).to(DEVICE) + pred = torch.argmax(model(input_tensor), dim=1).squeeze(0).cpu().numpy() + + fig, axes = plt.subplots(1, 3, figsize=(10, 4)) + axes[0].imshow(image.squeeze(), cmap="gray") + axes[0].set_title("Input Image") + axes[1].imshow(mask.cpu().numpy(), cmap="jet") + axes[1].set_title("Ground Truth") + axes[2].imshow(pred, cmap="jet") + axes[2].set_title("Prediction") + + for ax in axes: + ax.axis("off") + + plt.tight_layout() + plt.savefig(os.path.join(save_dir, f"sample_{idx}.png")) + plt.close() + + +def main(): + # Define transform for test data + test_transform = v2.Compose( + [ + v2.ToDtype(torch.float32, scale=True), + ] + ) + + # Load test dataset + test_dataset = HipMRIProstateDataset( + data_dir="/home/groups/comp3710/HipMRI_Study_open/keras_slices_data", + split="test", + transform=test_transform, + categorical=False, + normImage=True, + resize_to=(IMAGE_HEIGHT, IMAGE_WIDTH), + ) + + test_loader = DataLoader(test_dataset, batch_size=BATCH_SIZE, shuffle=False) + + # Load model and checkpoint + model = UNET(in_channels=1, out_channels=NUM_CLASSES).to(DEVICE) + load_model_checkpoint(torch.load(CHECKPOINT_PATH), model) + print("Loaded model checkpoint successfully.") + + # Evaluate model + dice_scores, mean_dice = evaluate(model, test_loader, DEVICE) + print(f"\nDice per class: {dict(zip(CLASS_NAMES, dice_scores.round(3)))}") + print(f"Mean Dice coefficient: {mean_dice:.4f}") + print(f"Dice loss (1 - mean Dice): {1 - mean_dice:.4f}") + + # Plot Dice per class + plt.figure(figsize=(10, 6)) + plt.bar(CLASS_NAMES, dice_scores, color="steelblue") + plt.ylabel("Dice Coefficient") + plt.title("Dice Coefficient per Class (Test Set)") + plt.ylim(0, 1) + plt.tight_layout() + plt.savefig("dice_per_class_test.png") + plt.close() + + # Save qualitative visualisations + visualize_predictions( + model, test_dataset, save_dir="visualisation_test", num_samples=6 + ) + print("Saved prediction visualisations to 'visualisation_test/'.") + + +if __name__ == "__main__": + main() From 441473d6f45b85a452f562ef749e43d7acac7269 Mon Sep 17 00:00:00 2001 From: Shannon Date: Mon, 3 Nov 2025 01:51:07 +1000 Subject: [PATCH 13/13] Add final result and visualisation images for report --- .../visualisation_test/dice_per_class_test.png | Bin 0 -> 21640 bytes .../visualisation_test/sample_153.png | Bin 0 -> 86420 bytes .../visualisation_test/sample_188.png | Bin 0 -> 82345 bytes .../visualisation_test/sample_200.png | Bin 0 -> 82717 bytes .../visualisation_test/sample_309.png | Bin 0 -> 76538 bytes .../visualisation_test/sample_81.png | Bin 0 -> 80272 bytes .../visualisation_test/sample_92.png | Bin 0 -> 84953 bytes .../visualisation_train/dice_per_class_plot.png | Bin 0 -> 73191 bytes .../epoch_100_predictions.png | Bin 0 -> 99100 bytes .../epoch_10_predictions.png | Bin 0 -> 98552 bytes .../epoch_20_predictions.png | Bin 0 -> 98783 bytes .../epoch_30_predictions.png | Bin 0 -> 99149 bytes .../epoch_40_predictions.png | Bin 0 -> 98266 bytes 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