29 lines
1.4 KiB
YAML
29 lines
1.4 KiB
YAML
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schema_version: 1
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name: "yolov8n"
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version: "1.0.0"
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task: detect
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model: "yolov8n.rknn"
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target_platform: "rk3588"
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model_family: "yolo8"
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output_contract: "anchor_matrix_xywh_scores"
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input:
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width: 640
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height: 640
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format: "rgb"
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layout: "nhwc"
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normalization:
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mean: [0, 0, 0]
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std: [255, 255, 255]
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postprocess:
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adapter: "ultralytics_yolo8_detect"
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confidence_threshold: 0.25
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nms_threshold: 0.45
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class_agnostic_nms: false
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validation:
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confidence_tolerance: 0.05
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bbox_iou_threshold: 0.9
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bbox_edge_tolerance_px: 4
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obb_angle_tolerance_deg: 2
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pose_keypoint_tolerance_px: 8
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labels: ["person", "bicycle", "car", "motorcycle", "airplane", "bus", "train", "truck", "boat", "traffic light", "fire hydrant", "stop sign", "parking meter", "bench", "bird", "cat", "dog", "horse", "sheep", "cow", "elephant", "bear", "zebra", "giraffe", "backpack", "umbrella", "handbag", "tie", "suitcase", "frisbee", "skis", "snowboard", "sports ball", "kite", "baseball bat", "baseball glove", "skateboard", "surfboard", "tennis racket", "bottle", "wine glass", "cup", "fork", "knife", "spoon", "bowl", "banana", "apple", "sandwich", "orange", "broccoli", "carrot", "hot dog", "pizza", "donut", "cake", "chair", "couch", "potted plant", "bed", "dining table", "toilet", "tv", "laptop", "mouse", "remote", "keyboard", "cell phone", "microwave", "oven", "toaster", "sink", "refrigerator", "book", "clock", "vase", "scissors", "teddy bear", "hair drier", "toothbrush"]
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