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baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

camstyle

Camera Style Adaptation for Person Re-identification CVPR 2018

cartpole-rl-baselines

dqn & a2c implementations with pytorch on openai-gym cartpole

color_distillation

[CVPR 2020] "Learning to Structure an Image with Few Colors". Critical structure for network recognition. #explainable-ai

color_distillation_clustering

da_visualization

[CVPR2021] "Visualizing Adapted Knowledge in Domain Transfer". Visualization for domain adaptation. #explainable-ai

deep-high-resolution-net.pytorch

The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

deepcc-local

DeepCC tracker with local-aware settings

df_weibo_classifier

df_weibo_spider

dncnn-pytorch

PyTorch implementation of the TIP2017 paper "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fairmot

A simple baseline for one-shot multi-object tracking

gated-path-planning-networks

hou-yz

hou-yz.github.io

website

human-pose-estimation.pytorch

The project is an official implement of our ECCV2018 paper "Simple Baselines for Human Pose Estimation and Tracking(https://arxiv.org/abs/1804.06208)"

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mmdetection

Open MMLab Detection Toolbox with PyTorch

motdt

Real-time Multiple People Tracking with Deeply Learned Candidate Selection and Person Re-identification

multiviewx

Toolkits for the synthetic multiview pedestrian detection dataset, MultiviewX.

mvconfig

mvdet

[ECCV 2020] Codes and MultiviewX dataset for "Multiview Detection with Feature Perspective Transformation".

mvdetr

[ACM MM 2021] Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)

mvselect

mvtorch

a Pytorch library for multi-view 3D understanding and generation

open-reid-tracking

open-reid with PCB, IDE, triplet, ZJU; MOT/MTMCT feature extraction support included

pcb_rpp_for_reid_hou

pseudo-q

[CVPR 2022] Pseudo-Q: Generating Pseudo Language Queries for Visual Grounding