kaidic

Kaidi Cao's starred repositories

mmdetection

OpenMMLab Detection Toolbox and Benchmark

Language:PythonApache-2.028691 371 8231

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

Language:PythonMIT9273 178 1063

vid2vid

Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.

Language:PythonNOASSERTION8540 247 167

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

Language:PythonApache-2.06541 94 547

mmcv

OpenMMLab Computer Vision Foundation

Language:PythonApache-2.05759 83 1139

mmf

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

Language:PythonNOASSERTION5454 115 653

higgsfield

Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters

Language:Jupyter NotebookApache-2.03276 78 1

DeblurGAN

Image Deblurring using Generative Adversarial Networks

Language:PythonNOASSERTION2484 60 223

taichi_mpm

High-performance moving least squares material point method (MLS-MPM) solver. (ACM Transactions on Graphics, SIGGRAPH 2018)

Language:C++MIT2336 95 50

kinetics-i3d

Convolutional neural network model for video classification trained on the Kinetics dataset.

Language:PythonApache-2.01720 60 119

hyperlearn

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

Language:Jupyter NotebookApache-2.01700 88 22

rethinking-network-pruning

Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)

Language:PythonMIT1502 33 54

pytorch-pose

A PyTorch toolkit for 2D Human Pose Estimation.

Language:PythonGPL-3.01102 31 116

tps_stn_pytorch

PyTorch implementation of Spatial Transformer Network (STN) with Thin Plate Spline (TPS)

Language:Python919 27 18

FlowNetPytorch

Pytorch implementation of FlowNet by Dosovitskiy et al.

Language:PythonMIT836 20 106

kinetics_i3d_pytorch

Inflated i3d network with inception backbone, weights transfered from tensorflow

Language:PythonMIT520 14 27

Beta-VAE

Pytorch implementation of β-VAE

Language:PythonMIT508 8 19

BSN-boundary-sensitive-network

Codes of our paper: "BSN: Boundary Sensitive Network for Temporal Action Proposal Generation"

Language:Python407 20 51

GAN-Tutorial

Simple Implementation of many GAN models with PyTorch.

Language:Jupyter Notebook379 4 3

ava-dataset

The AVA dataset densely annotates 80 atomic visual actions in 351k movie clips with actions localized in space and time, resulting in 1.65M action labels with multiple labels per human occurring frequently.

307 13 6

R-C3D

code for R-C3D

Language:Jupyter NotebookMIT253 21 59

quantized.pytorch

Language:PythonMIT212 13 12

DDPAE-video-prediction

Learning to Decompose and Disentangle Representations for Video Prediction, NIPS 2018

Language:PythonMIT135 6 4

lmdis-rep

"Unsupervised Discovery of Object Landmarks as Structural Representations" Project page: http://www.ytzhang.net/projects/lmdis-rep/

Language:PythonApache-2.0135 8 5

gradient-halide

Language:C++NOASSERTION102 17 8

i3d-non-local-pytorch

pytorch for i3d_nonlocal

Language:Python83 3 12

DecoupleLearning

Implementation codes of the decouple learning framework

Language:C++63 5 1

epic-kitchens-55-starter-kit-action-recognition

:seedling: Starter kit for working with the EPIC-KITCHENS-55 dataset for action recognition or anticipation

Language:Jupyter NotebookMIT43 6 15

factors-variation

Code of the paper `Disentangling factors of variation in deep representations using adversarial training` by Mathieu, Zaho, Ramesh, Sprechmann and LeCun

Language:Lua21 8 1

SRN-Deblur

Repository for Scale-recurrent Network for Deep Image Deblurring https://arxiv.org/abs/1802.01770

MIT1 20