Colection of deep learning colab notebooks to be used as working examples for different tasks.
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- Introduction to image classification with useful resources.
- Practical example using MINSt and CIFAR10 datasets.
- Tensorflow loops
- Augmentation implementation
- Logging and plotting implemttaion
- Neural Network vs Concolutional Neural Network
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Image segmentation
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Image registeration
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Object recognition
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Object detection
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CyclicGAN
- Image to Image
- Image enhancement
- Image segmentation
- Object detection
I will try to:
- provide two popular implementation Pytorch and Tensorflow.
- provide 2D and 3D examples.
- links to useful resources.