{ "_pictograph": { "architecture": "RF-DETR Keypoint", "class_mapping": { "classes": [ "nose", "left_eye", "right_eye", "left_ear", "right_ear", "left_shoulder", "right_shoulder", "left_elbow", "right_elbow", "left_wrist", "right_wrist", "left_hip", "right_hip", "left_knee", "right_knee", "left_ankle", "right_ankle" ] }, "class_names": [ "nose", "left_eye", "right_eye", "left_ear", "right_ear", "left_shoulder", "right_shoulder", "left_elbow", "right_elbow", "left_wrist", "right_wrist", "left_hip", "right_hip", "left_knee", "right_knee", "left_ankle", "right_ankle" ], "created_at": "2026-11-05T18:07:26.107133+00:00", "dataset_name": "COCO 2017 Pose", "export_name": "COCO 2017 Pose-select", "frameworks": [ "onnx", "pytorch" ], "input_shape": [ 576, 576 ], "keypoint_schema": { "class_names": [ "nose" ], "keypoint_names": { "nose": [ "nose", "left_eye", "right_eye", "left_ear", "right_ear", "left_shoulder", "right_shoulder", "left_elbow", "right_elbow", "left_wrist", "right_wrist", "left_hip", "right_hip", "left_knee", "right_knee", "left_ankle", "right_ankle" ] }, "num_keypoints_per_class": [ 17 ], "skeleton": { "nose": [] } }, "model_type": "keypoint_detection", "name": "PG-COCO-Pose", "num_classes": 17, "pipeline": "rfdetr_keypoint", "precision": "fp32", "schema_version": 1 }, "training": { "architecture": "RF-DETR Keypoint", "augmentation": { "framework": {}, "ops": [ { "amount": 0.25, "op": "noise", "p": 0.5 }, { "factor": 0.5, "op": "contrast", "p": 0.5 } ] }, "batch_size": 4, "classes": [ "nose", "left_eye", "right_eye", "left_ear", "right_ear", "left_shoulder", "right_shoulder", "left_elbow", "right_elbow", "left_wrist", "right_wrist", "left_hip", "right_hip", "left_knee", "right_knee", "left_ankle", "right_ankle" ], "early_stopping": true, "early_stopping_patience": 10, "epochs": 12, "grad_accum_steps": 1, "image_height": 576, "image_width": 576, "keypoint_templates": { "person": { "edges": [ [ 15, 13 ], [ 13, 11 ], [ 16, 14 ], [ 14, 12 ], [ 11, 12 ], [ 5, 11 ], [ 6, 12 ], [ 5, 6 ], [ 5, 7 ], [ 6, 8 ], [ 7, 9 ], [ 8, 10 ], [ 1, 2 ], [ 0, 1 ], [ 0, 2 ], [ 1, 3 ], [ 2, 4 ], [ 3, 5 ], [ 4, 6 ] ], "nodes": [ { "name": "nose", "x": 0.5, "y": 0.119 }, { "name": "left_eye", "x": 0.52, "y": 0.1 }, { "name": "right_eye", "x": 0.479, "y": 0.101 }, { "name": "left_ear", "x": 0.551, "y": 0.109 }, { "name": "right_ear", "x": 0.448, "y": 0.111 }, { "name": "left_shoulder", "x": 0.594, "y": 0.218 }, { "name": "right_shoulder", "x": 0.406, "y": 0.221 }, { "name": "left_elbow", "x": 0.64, "y": 0.354 }, { "name": "right_elbow", "x": 0.36, "y": 0.356 }, { "name": "left_wrist", "x": 0.62, "y": 0.441 }, { "name": "right_wrist", "x": 0.383, "y": 0.436 }, { "name": "left_hip", "x": 0.561, "y": 0.499 }, { "name": "right_hip", "x": 0.44, "y": 0.499 }, { "name": "left_knee", "x": 0.566, "y": 0.697 }, { "name": "right_knee", "x": 0.431, "y": 0.697 }, { "name": "left_ankle", "x": 0.566, "y": 0.9 }, { "name": "right_ankle", "x": 0.433, "y": 0.899 } ] } }, "learning_rate": 0.0001, "model_size": "preview", "precision": "fp32", "resolution": 576 } }