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Top 6 tracking-by-detection open source projects

Deep Learning For Tracking And Detection

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

✭ 1,920

shell deep-learning object-detection segmentation detection tracking papers optical-flow tracking-by-detection code-collection paper-collection

Towards Realtime Mot

Joint Detection and Embedding for fast multi-object tracking

✭ 1,948

python Dockerfile tracking tracking-by-detection multiple-object-tracking multi-object-tracker multi-pedestrian-tracking realtime-mot

person-detection

TensorRT person tracking RFBNet300

✭ 30

C++CMake Cuda c detection tensorrt tracking-by-detection onnx

odam

ODAM - Object detection and Monitoring

✭ 16

go shell neural-network detection object-detection darknet vehicle-detection vehicle-counting pedestrian-detection vehicle-detection-and-tracking tracking-by-detection yolov3 darknet-bindings yolov4

UniTrack

[NeurIPS'21] Unified tracking framework with a single appearance model. It supports Single Object Tracking (SOT), Video Object Segmentation (VOS), Multi-Object Tracking (MOT), Multi-Object Tracking and Segmentation (MOTS), Pose Tracking, Video Instance Segmentation (VIS), and class-agnostic MOT (e.g. TAO dataset).

✭ 293

python C++c java cython CMake object-tracking multi-object-tracking single-object-tracking tracking-by-detection video-object-segmentation multi-object-tracker pose-tracking video-object-tracking video-instance-segmentation multi-object-tracking-segmentation multi-object-track

CrowdFlow

Optical Flow Dataset and Benchmark for Visual Crowd Analysis

✭ 87

python tracking computer-vision dataset video-processing synthetic-images video-surveillance optical-flow benchmark-suite motion-estimation multi-object-tracking evaluation-framework trajectories video-analytics crowd-counting crowd-analysis tracking-by-detection tub-crowdflow-dataset

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