metadata

title: Enhanced Object Detection App (DETR, Face & Object Detection, Multilingual)
emoji: 👁️
colorFrom: indigo
colorTo: purple
sdk: gradio
sdk_version: 4.31.0
app_file: app.py
pinned: false

🚀 Enhanced Object Detection App — DETR, Face & Object Detection, Multilingual

Real-time object detection, face detection and multilingual labeling with DETR models, powered by Gradio and Hugging Face Spaces.

Detect people, faces, animals, and everyday objects in your images using the latest DETR-based models. Choose your language and model for fully customizable AI vision.

🌍 Features — Object Detection, Face Detection, DETR, Multilingual

Multilingual interface: English, Spanish, French (automatic label translation)
Multiple DETR models: General objects, small objects, faces
Dynamic label translation: See object names in your chosen language
Adjustable detection threshold: Control model sensitivity for better results
Powered by COCO dataset: Detect 80+ everyday object categories (see COCO classes)
Runs in your browser with Gradio and Hugging Face Spaces

🖼️ How to use

Upload an image (drag & drop or click)
Choose your preferred language
Select a detection model
- General Objects (fast): Everyday items, people, animals (DETR ResNet-50)
- General Objects (high precision): Higher accuracy (DETR ResNet-101)
- Small Objects/Details (slow): Best for tiny objects (DETR DC5)
- Face Detection (people only): Detects faces only (fine-tuned DETR)
Adjust the detection threshold if needed
Click Detect Objects to see the results!

💡 Models available

Model	Description
General Objects (fast)	Fast detection of 80+ objects (DETR ResNet-50, COCO)
General Objects (high precision)	More precise for challenging scenes (ResNet-101)
Small Objects/Details (slow)	Better for tiny/detailed objects (DETR DC5)
Face Detection (people only)	Only detects faces (fine-tuned DETR)

📦 About this app

Built with:

🤗 Gradio
🤗 Transformers
DETR family of models
COCO dataset

Explore more at Hugging Face Spaces.

❤️ Like this Space?

If you found this app useful, please give it a 🌟 like (top right)!
Your feedback and support help it grow.