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Pictograph

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Pictograph takes a vision task from raw images to a live endpoint. SAM3 drafts boxes and masks from a click, a box or a text prompt, on one image or a whole dataset, and you review the drafts before you train. Train RF-DETR (detection, instance segmentation, keypoints), YOLOX, Segformer or a classifier on managed GPUs, evaluated with mAP, precision and recall, and export to COCO, YOLO, Pascal VOC and nine other formats. Deploy a model as a TensorRT endpoint on a T4, L4 or A100: stream a camera to it over RTSP or WebRTC and get each frame's results back, or build workflows that track objects, count line crossings and measure dwell time. Everything is an API, a Python SDK and a CLI with --json output, so an agent can drive it; a Claude Code plugin teaches Claude the platform. Free plan with $5 of monthly compute, no card; paid plans from $29/mo.

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