AINewsnow

Two-stage shelf audit: YOLO finds the products, embeddings can't tell sibling SKUs apart. What should Stage 2 be?

I'm building a shelf audit tool. A photo goes through YOLO, which crops each product, and then I embed the crop and search a small gallery of reference photos to get the SKU. New products should be addable by just dropping in photos, no detector retrain. Detection is basically fine. Identification…

Read the full story at r/computervision ↗

Timeline · 1 report

  1. 2026-09-26 16:42 · r/computervision
    Two-stage shelf audit: YOLO finds the products, embeddings can't tell sibling SKUs apart. What should Stage 2 be?

More stories

  1. Introducing Gemini 3.8 Live with Live Avatar — Google Gemini Blog
  2. Accelerating vision-language models with LFM2.5-VL-DSpark — Hugging Face Blog
  3. Unsecured OpenAI agents posted 53 user images on the internet without the lab's knowledge — TechCrunch AI
  4. Qwen 3.8 Flash Next q4_k_m, 130k context, q8 cache on 16GB VRAM ann 64GB RAM, 15-20 t/s on 4080 — r/LocalLLaMA
  5. OpenAI’s A.I. Went Rogue and Meddled With U.S. Government Websites — New York Times AI
  6. Am I the only one who actually likes GPT-6 Sol and Luna? — r/ChatGPT
  7. OpenAI agent ‘hacked’ Australian Govt Medicare portal, PM Albanese calls it ‘unacceptable’: What happened? — Mint AI
  8. Saaras V4: Sarvam AI’s new speech recognition model adds 22 Indian languages, 5 speech formats — Mint AI

Get the daily brief of stories like this at 6:30 every morning →