Po-Jen

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

Awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

fiftyone

The open-source tool for building high-quality datasets and computer vision models

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

a-PyTorch-Tutorial-to-Object-Detection

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

deepsparse

Sparsity-aware deep learning inference runtime for CPUs

Deep-Learning-for-Tracking-and-Detection

Collection of papers, datasets, code and other resources for object tracking and detection using deep learning

omnimotion

pytorch-styleguide

An unofficial styleguide and best practices summary for PyTorch

CenterNet

Codes for our paper "CenterNet: Keypoint Triplets for Object Detection" .

DIG

A library for graph deep learning research

Det3D

World's first general purpose 3D object detection codebse.

visual-slam-roadmap

Roadmap to become a Visual-SLAM developer in 2023

gradslam

gradslam is an open source differentiable dense SLAM library for PyTorch

involution

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

madgrad

MADGRAD Optimization Method

TransTrack

Multiple Object Tracking with Transformer

deepMOT

Official Implementation of How To Train Your Deep Multi-Object Tracker (CVPR2020)

GSDT

Official PyTorch implementation of "Joint Object Detection and Multi-Object Tracking with Graph Neural Networks"

Stone-Soup

A software project to provide the target tracking community with a framework for the development and testing of tracking algorithms.

mahalanobis_3d_multi_object_tracking

[NeurIPS Workshop 2019] Official code of the paper "Probabilistic 3D Multi-Object Tracking for Autonomous Driving." First Place of the First NuScenes Tracking Challenge in the AI Driving Olympics Workshop of NeurIPS.

mot_neural_solver

Official PyTorch implementation of "Learning a Neural Solver for Multiple Object Tracking" (CVPR 2020 Oral).

DeepFusionMOT

Code for RA-L journal and IROS 2022 paper "DeepFusionMOT: A 3D Multi-Object Tracking Framework Based on Camera-LiDAR Fusion with Deep Association".

pillar-od

ai-pizza

pa-aug.pytorch

Part-Aware Data Augmentation for 3D Object Detection in Point Cloud (IROS 2021)

modelzoo

A collection of machine-learned models for use in autonomous driving applications.

CAMO-MOT

Official code of CAMO-MOT

GnnPmbTracker