├── Pipfile ├── Pipfile.lock ├── Preprocessing-for-deep-learning.ipynb ├── images ├── Preprocessing-for-deep-learning_24_0.png ├── Preprocessing-for-deep-learning_27_1.png ├── Preprocessing-for-deep-learning_30_1.png ├── Preprocessing-for-deep-learning_35_1.png ├── Preprocessing-for-deep-learning_35_3.png ├── Preprocessing-for-deep-learning_40_1.png ├── Preprocessing-for-deep-learning_42_1.png ├── Preprocessing-for-deep-learning_45_1.png ├── Preprocessing-for-deep-learning_49_1.png ├── Preprocessing-for-deep-learning_49_3.png ├── Preprocessing-for-deep-learning_54_1.png ├── Preprocessing-for-deep-learning_65_0.png ├── Preprocessing-for-deep-learning_88_0.png ├── Preprocessing-for-deep-learning_88_1.png ├── Preprocessing-for-deep-learning_90_0.png ├── Preprocessing-for-deep-learning_90_1.png ├── covariance-dot-product.pdf ├── covariance-dot-product.png ├── covariance1.png ├── covariance2.png ├── dot-product.pdf ├── dot-product.png ├── eqs │ ├── eq1.png │ ├── eq10.png │ ├── eq11.png │ ├── eq12.png │ ├── eq13.png │ ├── eq14.png │ ├── eq15.png │ ├── eq16.png │ ├── eq17.png │ ├── eq18.png │ ├── eq19.png │ ├── eq2.png │ ├── eq20.png │ ├── eq21.png │ ├── eq3.png │ ├── eq4.png │ ├── eq5.png │ ├── eq6.png │ ├── eq7.png │ ├── eq8.png │ └── eq9.png ├── maxVar.png ├── negative-and-positive-covariance.pdf ├── negative-and-positive-covariance.png ├── np.random.normal.png ├── result-image-whitening-cifar10.png ├── rotation.pdf ├── rotation.png └── whitening-images-cifar10-pal-sudeep.png └── readme.md /Pipfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/Pipfile -------------------------------------------------------------------------------- /Pipfile.lock: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/Pipfile.lock -------------------------------------------------------------------------------- /Preprocessing-for-deep-learning.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/Preprocessing-for-deep-learning.ipynb -------------------------------------------------------------------------------- /images/Preprocessing-for-deep-learning_24_0.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/Preprocessing-for-deep-learning_24_0.png -------------------------------------------------------------------------------- /images/Preprocessing-for-deep-learning_27_1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/Preprocessing-for-deep-learning_27_1.png -------------------------------------------------------------------------------- /images/Preprocessing-for-deep-learning_30_1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/Preprocessing-for-deep-learning_30_1.png -------------------------------------------------------------------------------- /images/Preprocessing-for-deep-learning_35_1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/Preprocessing-for-deep-learning_35_1.png -------------------------------------------------------------------------------- /images/Preprocessing-for-deep-learning_35_3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/Preprocessing-for-deep-learning_35_3.png -------------------------------------------------------------------------------- /images/Preprocessing-for-deep-learning_40_1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/Preprocessing-for-deep-learning_40_1.png -------------------------------------------------------------------------------- /images/Preprocessing-for-deep-learning_42_1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/Preprocessing-for-deep-learning_42_1.png -------------------------------------------------------------------------------- /images/Preprocessing-for-deep-learning_45_1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/Preprocessing-for-deep-learning_45_1.png -------------------------------------------------------------------------------- /images/Preprocessing-for-deep-learning_49_1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/Preprocessing-for-deep-learning_49_1.png -------------------------------------------------------------------------------- /images/Preprocessing-for-deep-learning_49_3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/Preprocessing-for-deep-learning_49_3.png -------------------------------------------------------------------------------- /images/Preprocessing-for-deep-learning_54_1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/Preprocessing-for-deep-learning_54_1.png -------------------------------------------------------------------------------- /images/Preprocessing-for-deep-learning_65_0.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/Preprocessing-for-deep-learning_65_0.png -------------------------------------------------------------------------------- /images/Preprocessing-for-deep-learning_88_0.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/Preprocessing-for-deep-learning_88_0.png -------------------------------------------------------------------------------- /images/Preprocessing-for-deep-learning_88_1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/Preprocessing-for-deep-learning_88_1.png -------------------------------------------------------------------------------- /images/Preprocessing-for-deep-learning_90_0.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/Preprocessing-for-deep-learning_90_0.png -------------------------------------------------------------------------------- /images/Preprocessing-for-deep-learning_90_1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/Preprocessing-for-deep-learning_90_1.png -------------------------------------------------------------------------------- /images/covariance-dot-product.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/covariance-dot-product.pdf -------------------------------------------------------------------------------- /images/covariance-dot-product.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/covariance-dot-product.png -------------------------------------------------------------------------------- /images/covariance1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/covariance1.png -------------------------------------------------------------------------------- /images/covariance2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/covariance2.png -------------------------------------------------------------------------------- /images/dot-product.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/dot-product.pdf -------------------------------------------------------------------------------- /images/dot-product.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/dot-product.png -------------------------------------------------------------------------------- /images/eqs/eq1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/eqs/eq1.png -------------------------------------------------------------------------------- /images/eqs/eq10.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/eqs/eq10.png -------------------------------------------------------------------------------- /images/eqs/eq11.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/eqs/eq11.png -------------------------------------------------------------------------------- /images/eqs/eq12.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/eqs/eq12.png -------------------------------------------------------------------------------- /images/eqs/eq13.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/eqs/eq13.png -------------------------------------------------------------------------------- /images/eqs/eq14.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/eqs/eq14.png -------------------------------------------------------------------------------- /images/eqs/eq15.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/eqs/eq15.png -------------------------------------------------------------------------------- /images/eqs/eq16.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/eqs/eq16.png -------------------------------------------------------------------------------- /images/eqs/eq17.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/eqs/eq17.png -------------------------------------------------------------------------------- /images/eqs/eq18.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/eqs/eq18.png -------------------------------------------------------------------------------- /images/eqs/eq19.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/eqs/eq19.png -------------------------------------------------------------------------------- /images/eqs/eq2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/eqs/eq2.png -------------------------------------------------------------------------------- /images/eqs/eq20.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/eqs/eq20.png -------------------------------------------------------------------------------- /images/eqs/eq21.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/eqs/eq21.png -------------------------------------------------------------------------------- /images/eqs/eq3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/eqs/eq3.png -------------------------------------------------------------------------------- /images/eqs/eq4.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/eqs/eq4.png -------------------------------------------------------------------------------- /images/eqs/eq5.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/eqs/eq5.png -------------------------------------------------------------------------------- /images/eqs/eq6.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/eqs/eq6.png -------------------------------------------------------------------------------- /images/eqs/eq7.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/eqs/eq7.png -------------------------------------------------------------------------------- /images/eqs/eq8.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/eqs/eq8.png -------------------------------------------------------------------------------- /images/eqs/eq9.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/eqs/eq9.png -------------------------------------------------------------------------------- /images/maxVar.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/maxVar.png -------------------------------------------------------------------------------- /images/negative-and-positive-covariance.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/negative-and-positive-covariance.pdf -------------------------------------------------------------------------------- /images/negative-and-positive-covariance.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/negative-and-positive-covariance.png -------------------------------------------------------------------------------- /images/np.random.normal.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/np.random.normal.png -------------------------------------------------------------------------------- /images/result-image-whitening-cifar10.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/result-image-whitening-cifar10.png -------------------------------------------------------------------------------- /images/rotation.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/rotation.pdf -------------------------------------------------------------------------------- /images/rotation.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/rotation.png -------------------------------------------------------------------------------- /images/whitening-images-cifar10-pal-sudeep.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/images/whitening-images-cifar10-pal-sudeep.png -------------------------------------------------------------------------------- /readme.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hadrienj/Preprocessing-for-deep-learning/HEAD/readme.md --------------------------------------------------------------------------------