Real-time object detection · runs 100% in your browser
Detection at the edge
A YOLO26 detector — NMS-free, trained on dense retail shelves — quantifying products without a single frame leaving this device. No upload, no server, no API. The same ONNX graph that runs on a server GPU, executed here on WebGPU.
0.572mAP@50-95
640²input
NMS-FREEend-to-end head
SKU-110K~150 objects / image
Initialising detector
connecting…
PICK A SHELF BELOW · OR DROP AN IMAGE
DETECTION RUNS ON-DEVICE
DETECTION RUNS ON-DEVICE
Inference latencyidle
—ms
Throughput
—fps
Objects
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The image never leaves your machine. Preprocessing, inference and box decoding all happen
in this browser tab via WebGPU — the privacy dividend you can't buy from a cloud API.