xraysorterai / config.json
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{
"architecture": "Xception",
"input": {
"name": "pixels",
"layout": "NHWC",
"shape": [
"N",
256,
256,
3
],
"dtype": "float32",
"range": "0..255 (Xception normalisation is inside the graph)",
"preprocessing": "see inference.py:preprocess"
},
"output": "softmax probabilities",
"models": {
"projection": {
"file": "onnx/projection.onnx",
"labels": [
"ap_clavicle",
"obl_clavicle",
"ap_ac",
"ap_shoulder",
"y-view",
"axial_shoulder",
"ap_elbow",
"lat_elbow",
"radial_head",
"ap_wrist",
"lat_wrist",
"ap_hand",
"obl_hand",
"ap_finger",
"lat_finger",
"ap_thumb",
"lat_thumb",
"ap_leg",
"ap_pelvis",
"ap_hip",
"Lauenstein",
"ap_knee",
"lat_knee",
"defile",
"ap_ankle",
"lat_ankle",
"lat_calcaneus",
"axial_calcaneus",
"ap_foot",
"lat_foot",
"obl_foot",
"ap_forefoot",
"obl_forefoot",
"ap_toe",
"lat_toe",
"ap_btoe",
"lat_btoe",
"ap_cspine",
"lat_cspine",
"dens",
"ap_tspine",
"lat_tspine",
"ap_lspine",
"lat_lspine",
"nasal_bone"
],
"sha256": "3c6ba8f8eeb86401d34f69ec1a4725589666933d5ae62db0c83bae218fa84638"
},
"side": {
"file": "onnx/side.onnx",
"labels": [
"bodyside_right",
"bodyside_left",
"bodyside_right",
"bodyside_left",
"bodyside_right",
"bodyside_left",
"bodyside_right",
"bodyside_left",
"bodyside_right",
"bodyside_left",
"bodyside_right",
"bodyside_left"
],
"sha256": "6aaa70227ab58b42d572dfcb710675612e61223f0894d388c30e6074d6dfa9ba"
}
}
}