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yolov26-product-detection
prince4332/yolov26-product-detection
yolov26-product-detection is a object detection model from prince4332. Use it when you need objects located in an image. It is set up for ultralytics. The card lists the license as apache-2.0.
Single-class product detector trained on the Retail Product Dataset. All original classes were collapsed into one class: product.
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At a glance
- Task
- Object Detection
- Library
- ultralytics
- License
- apache-2.0
- Access
- Public
- Created
- Jun 14, 2026
- Updated
- Jun 14, 2026
- SHA
- ca91b146
Model card
From the Hugging Face model README
YOLO26 Medium — Retail Product Detector
Single-class product detector trained on the Retail Product Dataset.
All original classes were collapsed into one class: product.
Metrics (val set)
| Metric | Value |
|---|---|
| mAP50 | 0.7876 |
| mAP50-95 | 0.5128 |
| Precision | 0.8496 |
| Recall | 0.8565 |
Usage
from ultralytics import YOLO
from huggingface_hub import hf_hub_download
weights = hf_hub_download(repo_id="prince4332/yolov26-product-detection", filename="best.pt")
model = YOLO(weights)
results = model.predict("your_image.jpg", conf=0.25)
Training Config
- Base model: yolo26m (COCO pretrained)
- Epochs: 80 (early stopping patience=20)
- Image size: 640
- Optimizer: auto (MuSGD)
- AMP: True (FP16)
- Augmentation: mosaic, mixup, HSV, perspective, flips
- Task
- Object Detection
- Library
- ultralytics
- License
- apache-2.0
- Created
- Jun 14, 2026
- Updated
- Jun 14, 2026