DETR — Object Detection AI Model
DETR detects across the 91 COCO categories — people, cars, dogs, chairs — and returns both an annotated image and a text list of what it found. More accurate than YOLOS-Small and a little slower. CPU-capable.
Details
- CategoryObject Detection
- Year2020
- LicenseApache-2.0
Compliance & Provenance
- ProviderOpen-source · Specialized
- EU AI Act RiskMinimal Risk
- Art. 50 TransparencyNot applicable
Inputs & Outputs
- ImageInput · image
Source image for object detection
- ImageOutput · image
Detected objects are highlighted with bounding boxes
- TextOutput · string
Detected types of objects with confidence scores
Tags
Alternatives in Object Detection
- DETR (Face Detector)
Face detection (DETR ResNet-50 fine-tuned). Fast.
- DETR (License Plate Detector)
License-plate detection (DETR ResNet-50). Fast.
- RF-DETR Medium
Real-time object detection on 80 COCO classes (RF-DETR Medium).
- YOLO-S
Fast object detection, 91 COCO classes (YOLOS-Small).
- YOLO-S (Fashion Item Detection)
Fashion item detection — 46 apparel classes (YOLOS).