Zero Shot Object Tracking

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Computer Vision openai-clip object-detection object-tracking deep-sort

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  • zero-shot-object-tracking

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

    • It uses an object detection model (in our example code[1], we used one from Roboflow Universe[2] but you should be able to use any object detection model) and then sends a crop of each detected box to CLIP to get the feature vector that Deep SORT uses to differentiate between and track instances across frames.

    [1] https://github.com/roboflow-ai/zero-shot-object-tracking

    [2] https://universe.roboflow.com

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    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.

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