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Integrate KEEP model with RunPod Serverless

Open arpitdayma123 opened this issue 7 months ago • 0 comments

This commit introduces the necessary files and modifications to enable the KEEP model to run on RunPod Serverless.

Key changes:

  • Added handler.py: Contains the serverless handler function to process video URLs using the KEEP model. It includes logic for video downloading, frame processing, model inference, and output generation.
  • Created Dockerfile: Defines the Docker image for the RunPod Serverless environment, including all dependencies, application code, and pre-trained model downloads.
  • Updated requirements.txt: Added runpod package and ensured all other necessary dependencies are listed.

These changes allow you to deploy the KEEP model as a serverless endpoint on RunPod, accepting video URLs as input and returning processed videos.

arpitdayma123 avatar May 24 '25 02:05 arpitdayma123