Convolutional Neural Networks

LeNet

LeNet is a classic convolutional neural network employing the use of convolutions, pooling and fully connected layers. It was used for the handwritten digit recognition task with the MNIST dataset. The architectural design served as inspiration for future networks such as AlexNet and VGG..

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Papers


Paper Code Results Date Stars

Tasks


Task Papers Share
Image Classification 8 13.11%
Quantization 5 8.20%
Adversarial Robustness 3 4.92%
Deep Learning 3 4.92%
General Classification 3 4.92%
Diversity 2 3.28%
Network Pruning 2 3.28%
Clustering 2 3.28%
Traffic Sign Recognition 2 3.28%

Categories