pysot

Python re-implementation of some correlation filter based tracker

Single object tracking (SOT) using detectron2

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

Testing optimizers and time-series algorithms, and assigning them Elo ratings.

GOMORS - Efficient surrogate global optimization method for Multi-Objective global problems

Surrogate adaptive randomized search for hyper-parameters tuning in sklearn.

This GOMORS algorithm is the modified version of what is uploaded in this repository: https://github.com/drkupi/GOMORS_pySOT.

End-to-end video analysis portfolio: background subtraction (MOG2/KNN/GMG), HOG+YOLO detection, optical flow (LK/Farneback/RAFT), YOLOv8+DeepSORT multi-object tracking, SiamRPN++ single-object tracking

A Python, C, Shell project focusing on number thread to eval, tracker_name, Model Zoo and Baselines, License, Download models.

Neural architecture search for object detectors using non dominated sorting genetic algorithm and surrogate optimization