README.md

---
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.