Smart Object Counter Web

Objects

Camera ready. Press Start.

Raw 0 FPS 0 Mode AI Samples 0

Detection setup

Detection mode Target object

Tuning

Confidence 62% Sensitivity 56 Min object size 28 px Max object size 230 px Stability 7 frames Custom scan density 3

Custom sample training

Use this for objects not available in the common AI model, such as photo frames, product boxes, custom parts, tools, parts, labels, packages, or factory items. Training stays inside this browser.

Custom label Take object photo (+) Take background photo (-) Upload object images (+) Upload background images (-) Saved training JSON

For positive camera/upload photos, the cleaner will open first: tap one or more target objects to create multiple positive samples from the same photo; if unwanted objects remain, tap them as background. You can also start live camera, place the object/background inside the green ROI, then press a live ROI button below. During Custom detection, tap any wrong detected frame to save that box as a negative sample.

Camera access needs HTTPS or localhost. Press Start, then allow camera access. Modes: Common AI = person/chair/bottle etc. Custom = upload/capture/tap samples and count similar objects.

Clean positive sample