GitHub - kalthommusa/Introduction-to-Computer-Vision-and-Image-Processing: This repository contains my practice of Introduction to Computer Vision and Image Processing lab notebooks.

Name		Name	Last commit message	Last commit date
Latest commit History 47 Commits
images		images
2.1.1_Images_with_python_library_PIL.ipynb		2.1.1_Images_with_python_library_PIL.ipynb
2.1.2_Images_with_python_library_OpenCV.ipynb		2.1.2_Images_with_python_library_OpenCV.ipynb
2.2.1_basic_image_manipulation_PIL.ipynb		2.2.1_basic_image_manipulation_PIL.ipynb
2.2.2_basic_image_manipulation_open_CV.ipynb		2.2.2_basic_image_manipulation_open_CV.ipynb
2.3.2_Histograms_and_Intensity_Transformations.ipynb		2.3.2_Histograms_and_Intensity_Transformations.ipynb
2.4.1_Gemetric_trasfroms_PIL.ipynb		2.4.1_Gemetric_trasfroms_PIL.ipynb
2.4.2_Gemetric_trasfroms_OpenCV.ipynb		2.4.2_Gemetric_trasfroms_OpenCV.ipynb
2.5.1_Spatial_Filtering-PIL.ipynb		2.5.1_Spatial_Filtering-PIL.ipynb
2.5.2_Spatial_Filtering_OpenCV.ipynb		2.5.2_Spatial_Filtering_OpenCV.ipynb
3.1.1_Train_Classification_KNN.ipynb		3.1.1_Train_Classification_KNN.ipynb
3.1.2_Use_Classification_KNN.ipynb		3.1.2_Use_Classification_KNN.ipynb
3.2.1_Logistic_Regression_With_Mini-Batch_Gradient_Descent.ipynb		3.2.1_Logistic_Regression_With_Mini-Batch_Gradient_Descent.ipynb
3.2.2_Digit_Classification_with_Softmax.ipynb		3.2.2_Digit_Classification_with_Softmax.ipynb
3.2.3_Support_Vector_Machines_vs_Vanilla_Linear_Classifier.ipynb		3.2.3_Support_Vector_Machines_vs_Vanilla_Linear_Classifier.ipynb
3.3.1_Train_Classification_SVM_HOG.ipynb		3.3.1_Train_Classification_SVM_HOG.ipynb
3.3.2_Use_Classification_SVM_HOG.ipynb		3.3.2_Use_Classification_SVM_HOG.ipynb
4.1.1_Simple_Neural_Network_for_XOR.ipynb		4.1.1_Simple_Neural_Network_for_XOR.ipynb
4.1.2_Neural_Network_RELU_vs_Sigmoid.ipynb		4.1.2_Neural_Network_RELU_vs_Sigmoid.ipynb
4.1.3_Training_a_Neural_Network_with_Momentum.ipynb		4.1.3_Training_a_Neural_Network_with_Momentum.ipynb
4.2.1_CNN.ipynb		4.2.1_CNN.ipynb
4.2.2_Data_Augmentation.ipynb		4.2.2_Data_Augmentation.ipynb
4.3.1_Train_Classification_CNN_Pytorch.ipynb		4.3.1_Train_Classification_CNN_Pytorch.ipynb
5.1.1_Use_Object_Detection_Haar_Car.ipynb		5.1.1_Use_Object_Detection_Haar_Car.ipynb
5.1.2_Use_Object_Detection_Faster_R_CNN.ipynb		5.1.2_Use_Object_Detection_Faster_R_CNN.ipynb
6.1.1_Train_Classification_CNN_PyTorch.ipynb		6.1.1_Train_Classification_CNN_PyTorch.ipynb

Folders and files

Latest commit

History

About

Topics

Uh oh!

Stars

Watchers

Forks

Releases

Packages 0

Uh oh!

Contributors

Uh oh!

Languages

Packages