🚀 Object Detection App
Upload an image or provide a URL to detect objects using transformer models (DETR, YOLOS). Running on port: auto-selected
Input
🔎 Select Model
Model Info: DETR with ResNet-50 for object detection. Fast and accurate.
Results
📋 Detected Objects
🔍 Unique Objects
📄 Image Properties
Process Image for JSON
🔎 Select Model
Model Info: DETR with ResNet-50 for object detection. Fast and accurate.
How to Use
- Home: Select a model, upload an image or provide a URL, click "Detect" to see results.
- JSON: Select a model, upload an image or enter a URL, click "Process" for JSON output.
- Models: Choose DETR (detection or panoptic) or YOLOS (lightweight detection).
- Clear: Reset inputs/outputs in Home tab.
- Errors: Check error box (Home) or JSON response (JSON) for issues.
Tips
- Use high-quality images for better results.
- Panoptic models provide segmentation masks for complex scenes.
- YOLOS-Tiny is faster for resource-constrained devices.