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Add object detection pipeline #243

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@RUFFY-369 RUFFY-369 commented Oct 28, 2024

What does this PR do?

Towards closing /livepeer/bounties/#61

This PR works on adding a new object-detection pipeline for a real real-time 😉 detection and tracking with reduced latency and high accuracy, tested locally with the PekingU/rtdetr_r50vd model. After building the Docker image, the setup has been tested by running it locally on a Uvicorn server.

Expected Results:

Original video:
football

Expected merged pipeline output:

football_out

Bonus expected merged pipeline output for a high speed chase 😉 🥂 :

chase (1) (1)

cc @rickstaa

@RUFFY-369 RUFFY-369 marked this pull request as draft October 28, 2024 12:30
@RUFFY-369 RUFFY-369 marked this pull request as ready for review October 29, 2024 16:02
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