zhulishun

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

PyTorch-YOLOv3

Minimal PyTorch implementation of YOLOv3

SlowFast

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

exercise

exercise for nndl

ENAS-pytorch

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

Awesome-AutoDL

Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)

Cream

This is a collection of our NAS and Vision Transformer work.

Realtime-Action-Recognition

Apply ML to the skeletons from OpenPose; 9 actions; multiple people. (WARNING: I'm sorry that this is only good for course demo, not for real world applications !!! Those ary very difficult !!!)

Pedestron

[Pedestron] Generalizable Pedestrian Detection: The Elephant In The Room. @ CVPR2021

BBN

The official PyTorch implementation of paper BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition

PC-DARTS

PC-DARTS:Partial Channel Connections for Memory-Efficient Differentiable Architecture Search

AlphAction

Spatio-Temporal Action Localization System

TPN

[CVPR 2020] Temporal Pyramid Network for Action Recognition

Adversarial-Continual-Learning

Implementation for the paper "Adversarial Continual Learning" in PyTorch.

DNA

(CVPR 2020) Block-wisely Supervised Neural Architecture Search with Knowledge Distillation

HCN-pytorch

A pytorch reproduction of { Co-occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Aggregation }.

Video-Action-Transformer-Network-Pytorch-

Implementation of the paper Video Action Transformer Network

rnn_text_classification

bidirectional rnn for text classification

mmtm

Implementation of CVPR 2020 paper "MMTM: Multimodal Transfer Module for CNN Fusion"

TADT-python

Pytorch implementation of the Target-Aware Deep Tracking (TADT) method.

DSA2F

Deep RGB-D Saliency Detection with Depth-Sensitive Attention and Automatic Multi-Modal Fusion (CVPR'2021, Oral)

Auto-ReID-Fast

A pytorch implementation of using DARTS to search better structure for Re-ID

RGB-Thermal-Tracking-Paper-List

Paper collection of rgb-infrared tracking algorithms.

TACT

Visual Tracking by TridenAlign and Context Embedding

pcdarts-tf2

PC-DARTS (PC-DARTS: Partial Channel Connections for Memory-Efficient Differentiable Architecture Search, published in ICLR 2020) implemented in Tensorflow 2.0+. This is an unofficial implementation.

XNAS

NAS-PaperReading

Notes for daily reading papers

ava_action_location

A simple implements for action location of AVA dataset

mfas

Implementation of CVPR 2019 paper "Mfas: Multimodal fusion architecture search"