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Initial FactoryVision AI model package (private review)
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{
"checkpoint": "casting_cnn.pth",
"validation": {
"accuracy": 0.9954337899543378,
"precision_macro": 0.9953362800030287,
"recall_macro": 0.9953362800030287,
"macro_f1": 0.9953362800030287,
"per_class_precision": {
"def_front": 0.9960106382978723,
"ok_front": 0.994661921708185
},
"per_class_recall": {
"def_front": 0.9960106382978723,
"ok_front": 0.994661921708185
},
"per_class_f1": {
"def_front": 0.9960106382978723,
"ok_front": 0.994661921708185
},
"confusion_matrix": [
[
749,
3
],
[
3,
559
]
],
"classes": [
"def_front",
"ok_front"
],
"mean_inference_latency_ms": 0.6061720205487975
},
"test": {
"accuracy": 0.986013986013986,
"precision_macro": 0.9849392514702662,
"recall_macro": 0.9849392514702662,
"macro_f1": 0.9849392514702662,
"per_class_precision": {
"def_front": 0.9889624724061811,
"ok_front": 0.9809160305343512
},
"per_class_recall": {
"def_front": 0.9889624724061811,
"ok_front": 0.9809160305343512
},
"per_class_f1": {
"def_front": 0.9889624724061811,
"ok_front": 0.9809160305343512
},
"confusion_matrix": [
[
448,
5
],
[
5,
257
]
],
"classes": [
"def_front",
"ok_front"
],
"mean_inference_latency_ms": 0.6078423272728369
}
}