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Independent
A personal learning repository and concept collection for zero-shot tracking algorithms. Not an actual product; created to collect sample code with more zero-shot trackers added over time.
PythonFastAPINext.jsReactTypeScriptPyTorchCUDAOpenCVGroundingDINOCLIPByteTrackSORTOSTrackSTARKMulti-Object TrackingZero-Shot TrackingOpen-Vocabulary DetectionVisual Re-IDRAGEmbeddingsLLM IntegrationREST APIsFFmpegReal-Time Video StreamingDockerGitpytestC#.NETGo
This repository is created strictly for learning purposes, understanding tracking concepts, and collecting sample code for zero-shot and open-vocabulary tracking. This is not an actual commercial product.
The repository serves as a personal collection of sample implementations and reference code exploring zero-shot tracking techniques (including GroundingDINO, ByteTrack, SORT, CLIP embeddings, OSTrack, and STARK). More zero-shot tracker implementations and sample code will continue to be added over time.
Exploring and understanding how zero-shot and open-vocabulary visual tracking concepts work in practice.
Collect sample code, reference implementations, and concept prototypes of different zero-shot tracking algorithms in a single repository.
Working reference sample code and concept demonstrations for zero-shot tracking, with additional trackers to be added over time.
