Kaidi Cao's starred repositories
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
awesome-semantic-segmentation
:metal: awesome-semantic-segmentation
tensorpack
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
pytorch-playground
Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)
mx-maskrcnn
An MXNet implementation of Mask R-CNN
GANotebooks
wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch
Deep-Feature-Flow
Deep Feature Flow for Video Recognition
StockPricePrediction
Stock Price Prediction using Machine Learning Techniques
PhotographicImageSynthesis
Photographic Image Synthesis with Cascaded Refinement Networks
Flow-Guided-Feature-Aggregation
Flow-Guided Feature Aggregation for Video Object Detection
pytorch-deeplab-resnet
DeepLab resnet v2 model in pytorch
TuSimple-DUC
Understanding Convolution for Semantic Segmentation
OSVOS-TensorFlow
One-Shot Video Object Segmentation
AdaptiveAttention
Implementation of "Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning"
Incremental-Network-Quantization
Caffe Implementation for Incremental network quantization
ClockworkRNN
Reimplementation of the clockwork recurrent neural network in Torch7
faster_rcnn_pytorch
Faster RCNN with PyTorch