Object tracking in videos?

This page summarizes the projects mentioned and recommended in the original post on /r/computervision

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  • yolo_tracking

    BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models

    https://github.com/mikel-brostrom/Yolov5_DeepSort_Pytorch I see this combination mentioned a decent amount

  • zero-shot-object-tracking

    Object tracking implemented with the Roboflow Inference API, DeepSort, and OpenAI CLIP.

    We use CLIP for object tracking with pretty good results (with no second model train required). https://blog.roboflow.com/zero-shot-object-tracking/

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  • classy-sort-yolov5

    Ready-to-use realtime multi-object tracker that works for any object category. YOLOv5 + SORT implementation.

  • ByteTrack

    [ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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