Toph1995

optuna

A hyperparameter optimization framework

fiftyone

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

Depth-Anything

[CVPR 2024] Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data. Foundation Model for Monocular Depth Estimation

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

YOLOv6

YOLOv6: a single-stage object detection framework dedicated to industrial applications.

yolact

A simple, fully convolutional model for real-time instance segmentation.

sahi

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

BEVFormer

[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.

bevfusion

[ICRA'23] BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation

ZoeDepth

Metric depth estimation from a single image

torchdistill

A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆25 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.

X-Decoder

[CVPR 2023] Official Implementation of X-Decoder for generalized decoding for pixel, image and language

MaskDINO

[CVPR 2023] Official implementation of the paper "Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation"

review_object_detection_metrics

Object Detection Metrics. 14 object detection metrics: mean Average Precision (mAP), Average Recall (AR), Spatio-Temporal Tube Average Precision (STT-AP). This project supports different bounding box formats as in COCO, PASCAL, Imagenet, etc.

TrackEval

HOTA (and other) evaluation metrics for Multi-Object Tracking (MOT).

imvoxelnet

[WACV2022] ImVoxelNet: Image to Voxels Projection for Monocular and Multi-View General-Purpose 3D Object Detection

DDQ

Dense Distinct Query for End-to-End Object Detection (CVPR2023)

rgbd-pose3d

3D Human Pose Estimation in RGBD Images for Robotic Task Learning

BEVHeight

An official code release of our CVPR'23 paper, BEVHeight

4d_association

code for cvpr2020 "4D Association Graph for Realtime Multi-person Motion Capture Using Multiple Video Cameras"

Iter-E2EDET

Official implementation of the paper "Progressive End-to-End Object Detection in Crowded Scenes"

2023AICITY_Code_From_Top_Teams

Codes From Top Teams in 2023 AIC challenge

AIC23_Track1_UWIPL_ETRI

mv3dpose

Implementation of the GCPR19 Paper "Iterative Greedy Matching for 3D Human Pose Tracking from Multiple Views"

LiteDepth

Official Implementation of "LiteDepth: Digging into Fast and Accurate Depth Estimation on Mobile Devices"

Multi-camera-People-Tracking-With-Mixture-of-Realistic-and-Synthetic-Knowledge

Official codes of the second place for The AI City Challenge 2023 Track 1

DiffusionVID

Official Repository of the paper "DiffusionVID: Denoising Object Boxes with Spatio-temporal Conditioning for Video Object Detection"

SCIT-MCMT-Tracking

[CVPRW 2023] "Leveraging Future Trajectory Prediction for Multi-Camera People Tracking"

AIC2023_Track1_Nota

Repository for 2023 AI City Challenge (Track1: Multi-Camera People Tracking)

Part-Aware_Measurement_for_3D_Pose_Estimation_and_Tracking

Hau Chu, Jia-Hong Lee, Yao-Chih Lee, Ching-Hsien Hsu, Jia-Da Li, Chu-Song Chen, "Part-Aware Measurement for Robust Multi-View Multi-Human 3D Pose Estimation and Tracking", CVPR Workshop, 2021