├── .ipynb_checkpoints ├── CNN-Fashion-MNIST-checkpoint.ipynb ├── CNN_Concepts-checkpoint.ipynb └── CNN_Concepts_Tutorial-checkpoint.ipynb ├── CNN-Fashion-MNIST.ipynb ├── CNN_Concepts.ipynb ├── CNN_Concepts_Tutorial.ipynb ├── Dataset └── fashion-mnist.csv └── images ├── 01.png ├── 1_NQQiyYqJJj4PSYAeWvxutg.png ├── Convolution_schematic.gif ├── PAD.png ├── PADc.png ├── a_pool.png ├── arch.png ├── cat.jpg ├── cat1.jpg ├── cat2.jpg ├── cat3.jpg ├── cat4.jpg ├── cnn.jpeg ├── cnn2.jpeg ├── cody.jpg ├── cody2.jpg ├── cody_pad.jpg ├── conv.jpg ├── conv_6.png ├── conv_kiank.mp4 ├── conv_nn.png ├── conv_params.png ├── convolution.png ├── invariance.png ├── max_pool1.png ├── model-concept-with-copyspace-and-girl-wearing-sunglasses_23-2147811501.jpg ├── mp.png ├── new year.gif └── padding.png /.ipynb_checkpoints/CNN-Fashion-MNIST-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prateek27/convolution-neural-network-tutorial/HEAD/.ipynb_checkpoints/CNN-Fashion-MNIST-checkpoint.ipynb -------------------------------------------------------------------------------- /.ipynb_checkpoints/CNN_Concepts-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prateek27/convolution-neural-network-tutorial/HEAD/.ipynb_checkpoints/CNN_Concepts-checkpoint.ipynb -------------------------------------------------------------------------------- /.ipynb_checkpoints/CNN_Concepts_Tutorial-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prateek27/convolution-neural-network-tutorial/HEAD/.ipynb_checkpoints/CNN_Concepts_Tutorial-checkpoint.ipynb -------------------------------------------------------------------------------- /CNN-Fashion-MNIST.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prateek27/convolution-neural-network-tutorial/HEAD/CNN-Fashion-MNIST.ipynb -------------------------------------------------------------------------------- /CNN_Concepts.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prateek27/convolution-neural-network-tutorial/HEAD/CNN_Concepts.ipynb -------------------------------------------------------------------------------- /CNN_Concepts_Tutorial.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prateek27/convolution-neural-network-tutorial/HEAD/CNN_Concepts_Tutorial.ipynb -------------------------------------------------------------------------------- /Dataset/fashion-mnist.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prateek27/convolution-neural-network-tutorial/HEAD/Dataset/fashion-mnist.csv -------------------------------------------------------------------------------- /images/01.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prateek27/convolution-neural-network-tutorial/HEAD/images/01.png -------------------------------------------------------------------------------- /images/1_NQQiyYqJJj4PSYAeWvxutg.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prateek27/convolution-neural-network-tutorial/HEAD/images/1_NQQiyYqJJj4PSYAeWvxutg.png -------------------------------------------------------------------------------- /images/Convolution_schematic.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prateek27/convolution-neural-network-tutorial/HEAD/images/Convolution_schematic.gif -------------------------------------------------------------------------------- /images/PAD.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prateek27/convolution-neural-network-tutorial/HEAD/images/PAD.png -------------------------------------------------------------------------------- /images/PADc.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prateek27/convolution-neural-network-tutorial/HEAD/images/PADc.png -------------------------------------------------------------------------------- /images/a_pool.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prateek27/convolution-neural-network-tutorial/HEAD/images/a_pool.png -------------------------------------------------------------------------------- /images/arch.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prateek27/convolution-neural-network-tutorial/HEAD/images/arch.png -------------------------------------------------------------------------------- /images/cat.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prateek27/convolution-neural-network-tutorial/HEAD/images/cat.jpg -------------------------------------------------------------------------------- /images/cat1.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prateek27/convolution-neural-network-tutorial/HEAD/images/cat1.jpg -------------------------------------------------------------------------------- /images/cat2.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prateek27/convolution-neural-network-tutorial/HEAD/images/cat2.jpg -------------------------------------------------------------------------------- /images/cat3.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prateek27/convolution-neural-network-tutorial/HEAD/images/cat3.jpg -------------------------------------------------------------------------------- /images/cat4.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prateek27/convolution-neural-network-tutorial/HEAD/images/cat4.jpg -------------------------------------------------------------------------------- /images/cnn.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prateek27/convolution-neural-network-tutorial/HEAD/images/cnn.jpeg -------------------------------------------------------------------------------- /images/cnn2.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prateek27/convolution-neural-network-tutorial/HEAD/images/cnn2.jpeg -------------------------------------------------------------------------------- /images/cody.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prateek27/convolution-neural-network-tutorial/HEAD/images/cody.jpg -------------------------------------------------------------------------------- /images/cody2.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prateek27/convolution-neural-network-tutorial/HEAD/images/cody2.jpg -------------------------------------------------------------------------------- /images/cody_pad.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prateek27/convolution-neural-network-tutorial/HEAD/images/cody_pad.jpg -------------------------------------------------------------------------------- /images/conv.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prateek27/convolution-neural-network-tutorial/HEAD/images/conv.jpg -------------------------------------------------------------------------------- /images/conv_6.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prateek27/convolution-neural-network-tutorial/HEAD/images/conv_6.png -------------------------------------------------------------------------------- /images/conv_kiank.mp4: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prateek27/convolution-neural-network-tutorial/HEAD/images/conv_kiank.mp4 -------------------------------------------------------------------------------- /images/conv_nn.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prateek27/convolution-neural-network-tutorial/HEAD/images/conv_nn.png -------------------------------------------------------------------------------- /images/conv_params.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prateek27/convolution-neural-network-tutorial/HEAD/images/conv_params.png -------------------------------------------------------------------------------- /images/convolution.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prateek27/convolution-neural-network-tutorial/HEAD/images/convolution.png -------------------------------------------------------------------------------- /images/invariance.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prateek27/convolution-neural-network-tutorial/HEAD/images/invariance.png -------------------------------------------------------------------------------- /images/max_pool1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prateek27/convolution-neural-network-tutorial/HEAD/images/max_pool1.png -------------------------------------------------------------------------------- /images/model-concept-with-copyspace-and-girl-wearing-sunglasses_23-2147811501.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prateek27/convolution-neural-network-tutorial/HEAD/images/model-concept-with-copyspace-and-girl-wearing-sunglasses_23-2147811501.jpg -------------------------------------------------------------------------------- /images/mp.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prateek27/convolution-neural-network-tutorial/HEAD/images/mp.png -------------------------------------------------------------------------------- /images/new year.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prateek27/convolution-neural-network-tutorial/HEAD/images/new year.gif -------------------------------------------------------------------------------- /images/padding.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prateek27/convolution-neural-network-tutorial/HEAD/images/padding.png --------------------------------------------------------------------------------