cosmo-edge/config/rknn/models/yolov8.json at 04d2f85f9b512c4eb1c0b1a4938cd2f0cf3185d9 · cosmo-wander-ai/cosmo-edge · GitHub

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{
  "schema_version": 1,
  "name": "yolov8",
  "model_type": "yolov8_det",
  "source_repository_path": "data/resource/aiboxresource_x86/models/prod_X86_9275710_YOLOV8_V1.0.0/model.onnx",
  "source_sha256": "5f8e91cb4507596b66cd5e3b7193bb16f7bd4779ed3b78e3613fcc51b83db8e1",
  "packaging": {
    "algorithm_code": "9275710"
  },
  "conversion": {
    "input_sha256": "17a2cd603576afd1b5dd86a485933b857534355d25f517f6e1f2acd2a2fe4563",
    "maximum_onnx_opset": 19,
    "maximum_onnx_ir_version": 9,
    "optimization_level": 3,
    "preprocessing_owner": "host",
    "output_adapter": "yolo_dfl_6head_v1"
  },
  "input": {
    "name": "images",
    "shape": [1, 3, 640, 640],
    "dtype": "float32",
    "layout": "NCHW",
    "color": "RGB",
    "resize": "letterbox_center",
    "mean": [0.0, 0.0, 0.0],
    "scale": 0.00392157,
    "padding_color": [114, 114, 114]
  },
  "outputs": [
    {
      "name": "output0",
      "shape": [1, 84, 8400],
      "dtype": "float32"
    }
  ],
  "runtime_outputs": [
    {"name": "/model.22/cv2.0/cv2.0.2/Conv_output_0", "shape": [1, 64, 80, 80]},
    {"name": "/model.22/cv3.0/cv3.0.2/Conv_output_0", "shape": [1, 80, 80, 80]},
    {"name": "/model.22/cv2.1/cv2.1.2/Conv_output_0", "shape": [1, 64, 40, 40]},
    {"name": "/model.22/cv3.1/cv3.1.2/Conv_output_0", "shape": [1, 80, 40, 40]},
    {"name": "/model.22/cv2.2/cv2.2.2/Conv_output_0", "shape": [1, 64, 20, 20]},
    {"name": "/model.22/cv3.2/cv3.2.2/Conv_output_0", "shape": [1, 80, 20, 20]}
  ],
  "calibration": {
    "source": "uniformly sampled frames from data/test-video/Safety Helmet.mp4",
    "minimum_samples": 32,
    "labeled": false
  },
  "validation": {
    "class_ids": [0],
    "fp16": {
      "minimum_cosine_similarity": 0.999,
      "maximum_absolute_error": 20.0,
      "minimum_detection_f1": 0.98,
      "minimum_matched_iou": 0.9,
      "maximum_matched_score_error": 0.1
    },
    "int8": {
      "minimum_cosine_similarity": 0.98,
      "maximum_absolute_error": 350.0,
      "minimum_detection_f1": 0.9,
      "minimum_matched_iou": 0.75,
      "maximum_matched_score_error": 0.2
    }
  }
}