├── CNNImageCompression.ipynb ├── CNNImageCompression_DFT.ipynb ├── DFT_image.ipynb ├── DS_CNN.ipynb ├── Deep CNN Autoencoder - Image Compression copy.ipynb ├── Deep CNN.ipynb ├── ImageCompress.ipynb ├── Model Result Comparision with DFT.ipynb ├── README.md ├── __pycache__ └── train.cpython-35.pyc ├── best_model.h5 ├── best_model_sigma_1.h5 ├── best_model_sigma_2.h5 ├── canton ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-39.pyc │ ├── cans.cpython-39.pyc │ ├── cans2.cpython-39.pyc │ ├── misc.cpython-39.pyc │ └── objectives.cpython-39.pyc ├── cans.py ├── cans2.py ├── misc.py └── objectives.py ├── cnn1.png ├── cnnjpeg.md ├── cv2tools ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-39.pyc │ ├── filt.cpython-39.pyc │ └── vis.cpython-39.pyc ├── filt.py └── vis.py ├── dec.npy ├── enc.npy ├── gaussian_noise.png ├── index.html ├── literature.md ├── next_exp.ipynb ├── npeg2_highnoise.jpg ├── npeg2_highnoise_converge.jpg ├── npeg_1.jpg ├── npeg_graph_0.svg ├── npeg_graph_1.svg ├── npeg_graph_2.svg ├── npeg_highnoise.jpg ├── npeg_lownoise.jpg ├── performance └── performance.ipynb ├── requirements.txt ├── sigmoid.png ├── train.py ├── train_new.ipynb ├── train_with_perceptual_loss.py └── training_example.png /CNNImageCompression.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sumn2u/neuralnetwork-jpeg/HEAD/CNNImageCompression.ipynb -------------------------------------------------------------------------------- /CNNImageCompression_DFT.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sumn2u/neuralnetwork-jpeg/HEAD/CNNImageCompression_DFT.ipynb -------------------------------------------------------------------------------- /DFT_image.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sumn2u/neuralnetwork-jpeg/HEAD/DFT_image.ipynb 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