README.md

metadata

title: SKU Scanner
emoji: 📷
colorFrom: blue
colorTo: green
sdk: static
app_file: index.html
pinned: false

📷 SKU Scanner - Webcam Classifier

Klasifikasi 19 SKU produk UMKM via webcam HP.

Stack: TensorFlow.js TFLite + WebAssembly — semua inferensi client-side. Gak ada data dikirim ke server. Gak perlu backend.

🔗 Links

• Model: https://huggingface.co/Anoderb/sku-mobilenetv4-cbam-classifier
• Dataset: https://huggingface.co/datasets/anoderb/sku-product-image-classification

📊 Metrics

Metric	Value
Accuracy	98.8%
F1 Macro	0.984
Model Size	3.5 MB (TFLite Quantized)
Inference	Client-side (WASM)

🏷️ 19 SKU

frisian-flag-fullcrm-250ml, frisian-flag-strwbry-250ml, gaga-100-grg-jalapeto, gaga-100-kuah-jalapeto, indomie-grg-cb-ijo, indomie-grg-cb-ijo-jumbo, klik-crackers-keju, nabati-siip-keju, pepsodent-72g, sarimi-aym-bwng, sarimi-gls-baso-pds, sedaap-grng, sedaap-kuah-aym-bwg, sedaap-sg-laksa, siplah-mineral-220ml, soffell-bunga, soffell-jeruk, ultramlk-fullcrm-200ml, vica-600ml