deploy push for crime (deploy)
Browse files
README.md
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type: detections
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description: List of detections (balaclava / hoodie / glove / bat / spray paint / graffiti) with bbox + confidence
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---
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<!-- rev_bump: 20260506T080131Z v6 deploy retry -->
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type: detections
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description: List of detections (balaclava / hoodie / glove / bat / spray paint / graffiti) with bbox + confidence
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---
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miner.py
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# build-marker: v6-yolo26s-
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"""SN44 crime detection miner — ALFRED ONLY, no TTA, no RF-DETR.
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v5 (2026-05-04): drops the RF-DETR branch entirely. Component benchmarks showed
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canvas, ratio, pad = self._letterbox(image_bgr)
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rgb = cv2.cvtColor(canvas, cv2.COLOR_BGR2RGB)
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x = (rgb.astype(np.float32) / 255.0).transpose(2, 0, 1)[None, ...]
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@staticmethod
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def _hard_nms(boxes, scores, iou_thresh):
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# build-marker: v6-yolo26s-fp16-dtype-fix
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"""SN44 crime detection miner — ALFRED ONLY, no TTA, no RF-DETR.
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v5 (2026-05-04): drops the RF-DETR branch entirely. Component benchmarks showed
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canvas, ratio, pad = self._letterbox(image_bgr)
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rgb = cv2.cvtColor(canvas, cv2.COLOR_BGR2RGB)
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x = (rgb.astype(np.float32) / 255.0).transpose(2, 0, 1)[None, ...]
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# NOTE: ONNX export uses half=True → tensor(float16) input. Must match.
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return np.ascontiguousarray(x, dtype=np.float16), ratio, pad
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@staticmethod
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def _hard_nms(boxes, scores, iou_thresh):
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