---
title: Glad8tr Video Analysis
emoji: 🎥
colorFrom: blue
colorTo: indigo
sdk: gradio
sdk_version: 4.0.0
app_file: app.py
pinned: false
---

# Glad8tr Video Analysis

This is a video analysis application that uses computer vision to detect objects, analyze poses, and provide cognitive state analysis. The application is deployed on Hugging Face Spaces.

## Features

- Object detection and tracking
- Pose estimation and analysis
- Scene context analysis
- Cognitive state analysis
- Real-time video processing

## Usage

1. Upload a video file (supported formats: MP4, AVI, MOV)
2. The application will process the video and provide:
   - Object detection results
   - Pose analysis
   - Scene context information
   - Cognitive state analysis
3. Download the processed video with annotations

## Technical Details

- Built with PyTorch and YOLOv8
- Uses Gradio for the web interface
- Optimized for Hugging Face Spaces deployment
- Processes videos in real-time with frame sampling

## Limitations

- Processing is limited to the first 100 frames for demo purposes
- Maximum video resolution: 1920x1080
- Processing time depends on video length and complexity

## Model Information

The application uses two YOLOv8 models:
1. Object detection model (glad8trv8s.pt)
2. Pose estimation model (glad8trv8s-pose.pt)

If the custom models are not available, the application will fall back to the base YOLOv8 models.

## License

This project is licensed under the MIT License.