EZAutoMate

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models

Tools to Design or Visualize Architecture of Neural Network

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

Tensorflow Faster RCNN for Object Detection

ResNeSt: Split-Attention Networks

DeepLab v3+ model in PyTorch. Support different backbones.