Theodore-xs's repositories
ByteTrack
[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box
tadn-mot
Transformer based Decision Networks for MOT
TBD_BOT
TBD
DINO
Official implementation of the paper "DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection"
mpn
mpn
TrackEval
HOTA (and other) evaluation metrics for Multi-Object Tracking (MOT).
trackformer
Implementation of "TrackFormer: Multi-Object Tracking with Transformers”. [Conference on Computer Vision and Pattern Recognition (CVPR), 2022]
deep_sort_pytorch
MOT using deepsort and yolov3 with pytorch
StrongSORT
StrongSORT: Make DeepSORT Great Again
STAMT
data association
GSDT
Official PyTorch implementation of "Joint Object Detection and Multi-Object Tracking with Graph Neural Networks"
SOTS
Single object tracking and segmentation.
deep_sort
Simple Online Realtime Tracking with a Deep Association Metric
Deformable-DETR
Deformable DETR: Deformable Transformers for End-to-End Object Detection.
VISO
[IEEE TGRS 2021] Detecting and Tracking Small and Dense Moving Objects in Satellite Videos: A Benchmark
permatrack
Implementation for Learning to Track with Object Permanence
TADAM
Implementation of the CVPR 2021 paper "Online Multiple Object Tracking with Cross-Task Synergy"
CenterTrack
Simultaneous object detection and tracking using center points.
FairMOT
[IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking
CenterNet
Object detection, 3D detection, and pose estimation using center point detection:
sort
Simple, online, and realtime tracking of multiple objects in a video sequence.
YOLOX
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
clash
A rule-based tunnel in Go.
awesome-multimodal-ml
Reading list for research topics in multimodal machine learning
loss-landscape
Code for visualizing the loss landscape of neural nets
TransTrack
Multiple Object Tracking with Transformer
Towards-Realtime-MOT
Joint Detection and Embedding for fast multi-object tracking