| tags: | |
| - element_type:detect | |
| - model:yolov11-nano | |
| - object:person | |
| manako: | |
| description: YOLOv11-nano for ground-level CCTV person detection on SN44 (training in progress) | |
| source: meaculpitt/Detect-Person | |
| prompt_hints: null | |
| input_payload: | |
| - name: frame | |
| type: image | |
| description: RGB frame | |
| output_payload: | |
| - name: detections | |
| type: detections | |
| description: List of bounding boxes for detected persons | |
| evaluation_score: null | |
| last_benchmark: null | |
| # Detect-Person — SN44 | |
| YOLOv11-nano fine-tuned for ground-level CCTV person detection. | |
| **Status**: Training in progress. Model weights will be uploaded on completion. | |
| - Training data: CrowdHuman (15k) + BDD100K pedestrians (3.2k) | |
| - Validation: COCO val2017 persons | |
| - Input size: 1280×1280 | |
| - Conf threshold: 0.35 (precision-tuned for false_positive pillar) | |