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neural_human_performer

nn-cuda-example

Several simple examples for popular neural network toolkits calling custom CUDA operators.

noise2noise-pytorch

PyTorch Implementation of Noise2Noise (Lehtinen et al., 2018)

openmvg

open Multiple View Geometry library. Basis for 3D computer vision and Structure from Motion.

openpifpaf

Official implementation of "PifPaf: Composite Fields for Human Pose Estimation" in PyTorch.

paper-mtmc

A repo of awesome papers about multi target multi camera tracking

pedestrian-attribute-recognition-paper-list

Paper list on Pedestrian Attribute Recognition (PAR) and related tasks

pedestron

[Pedestron] Pedestrian Detection: The Elephant In The Room. On ArXiv 2020

pf-track

Implementation of PF-Track

pose2mesh_release

Official Pytorch implementation of "Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose", ECCV 2020

pyod

A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-loss

label-smooth, amsoftmax, focal-loss, triplet-loss. Maybe useful

pytorchinsight

a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results

robust-detection-benchmark

Code, data and benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (NeurIPS 2019 ML4AD)

robustness

Corruption and Perturbation Robustness (ICLR 2019)

rotate-and-render

Code for Rotate-and-Render: Unsupervised Photorealistic Face Rotation from Single-View Images (CVPR 2020)

scalenet

seg-uncertainty

IJCAI2020 :city_sunrise: Unsupervised Scene Adaptation with Memory Regularization in vivo

siamtrackers

(2020-2022)The PyTorch version of SiamFC，SiamRPN，DaSiamRPN, UpdateNet , SiamDW, SiamRPN++, SiamMask, SiamFC++, SiamCAR, SiamBAN, Ocean, LightTrack , TrTr, NanoTrack; Visual object tracking based on deep learning

spade

Semantic Image Synthesis with SPADE

supergluepretrainednetwork

SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)

superpointpretrainednetwork

PyTorch pre-trained model for real-time interest point detection, description, and sparse tracking (https://arxiv.org/abs/1712.07629)

synchronized-batchnorm-pytorch

Synchronized Batch Normalization implementation in PyTorch.

tailornet

Code for our CVPR 2020 (ORAL) paper - TailorNet: Predicting Clothing in 3D as a Function of Human Pose, Shape and Garment Style.

tbmsl-net

This is a PyTorch implementation of the paper "Three-branch and Mutil-scale learning for Fine-grained Image Recognition (TBMSL-Net)" (Fan Zhang, Guisheng Zhai, Meng Li, Yizhao Liu).

teaching

Stuff for educational purposes, mainly machine learning, Python and statistics

transformer-for-cv

Summary of Transformer applications extended to computer vision task

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.