• 9 min read
Retail Object Detection with RF-DETR
Detect visible beverage products with RF-DETR, compare their counts with fixed camera-frame thresholds, and use Gemini 2.5 Pro to generate a shelf inspection summary.
• 16 min read
Product Recognition AI
Product Recognition AI helps businesses identify, count, and verify products from images or video. This blog explains key use cases and shows how to build a Roboflow Product-to-Bill Verification System that detects products, reads receipts, and checks billing accuracy.
• 9 min read
Monitor and Analyze Retail Queues Using Computer Vision
Learn how to monitor retail queues to identify when customers have been waiting for too long.
• 7 min read
Using Computer Vision to Understand Food and Cuisines
Learn how to use computer vision to identify the cuisine associated with different foods.
• 4 min read
Use Cases for Computer Vision in Analytics
Learn how to use computer vision in your data analytics pipelines.
• 17 min read
Monitor Movement in Retail Stores with Computer Vision
In this article, we walk through how to monitor movement in areas of a retail store using computer vision
• 9 min read
Retail Store Item Detection using YOLOv5
SUMMARY
This tutorial trains a YOLOv5 model on the SKU110k dataset to detect and localize products on retail store shelves, with dataset preparation handled through Roboflow and model training run in Google Colab. The resulting detector draws bounding boxes around shelf items and can support inventory tracking or automated checkout
Stay Connected