vsaez/object-detection-app

🚀 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](https://gradio.app/) and [Hugging Face Spaces](https://huggingface.co/spaces)

🖼️ How to use

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

💡 Models available

📦 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.

Developed by [vsaez](https://huggingface.co/vsaez). Powered by open-source AI.