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A newer version of the Gradio SDK is available: 5.6.0

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metadata
title: Object Detection Video
emoji: 📚
colorFrom: purple
colorTo: purple
sdk: gradio
sdk_version: 4.31.5
app_file: app.py
pinned: false
license: mit

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

Object Detection in Video

This is a Gradio interface that allows users to upload a video and an image to detect if the object in the image is present in the video. The app uses ResNet and OWL-ViT models for object detection and similarity measurement.

How to Use

  1. Upload a video.
  2. Upload a query image containing the object you want to detect.
  3. Adjust the skip frames and threshold sliders as needed.
  4. The app will process the video and display the results.

Example

For instance, to check if a specific object is present in a video, upload the video and the image of the object. Adjust the parameters and view the results.