Gradio

🔎 Select Model

Choose a model for object detection or panoptic segmentation.

Model Info: DETR with ResNet-50 backbone for object detection. Fast and accurate for general use.

📷 Upload Image

🔗 Image URL

🎯 Detected Image

📋 Detected Objects

📋 Detected Objects

🔍 Unique Objects

🔍 Unique Objects

📄 Image Properties

📄 Image Properties

🔗 Image URL

🔎 Select Model

Model Info: DETR with ResNet-50 backbone for object detection. Fast and accurate for general use.

API Response

How to Use

Image Upload: Select a model, upload an image or provide a URL, and click "Detect" to see detected objects and image properties.
URL Input: Enter an image URL, select a model, and click "Process URL" to get results in JSON format.
Models: Choose from DETR (object detection or panoptic segmentation) or YOLOS (lightweight detection).
Clear: Reset all inputs and outputs using the "Clear" button.
Errors: Check the error box for any processing issues.

Use high-quality images for better detection results.
Panoptic models (e.g., DETR-ResNet-50-panoptic) provide segmentation masks for complex scenes.
For faster processing, try YOLOS-Tiny on resource-constrained devices.