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Initial FactoryVision AI model package (private review)
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{
"checkpoint": "casting_mobilenet_v3_small.pth",
"validation": {
"accuracy": 0.9961948249619482,
"precision_macro": 0.9955908289241622,
"recall_macro": 0.9966755319148937,
"macro_f1": 0.9961178724995878,
"per_class_precision": {
"def_front": 1.0,
"ok_front": 0.9911816578483245
},
"per_class_recall": {
"def_front": 0.9933510638297872,
"ok_front": 1.0
},
"per_class_f1": {
"def_front": 0.9966644429619747,
"ok_front": 0.995571302037201
},
"confusion_matrix": [
[
747,
5
],
[
0,
562
]
],
"classes": [
"def_front",
"ok_front"
],
"mean_inference_latency_ms": 0.3442122115672786
},
"test": {
"accuracy": 0.9944055944055944,
"precision_macro": 0.9932095343680709,
"recall_macro": 0.9947803447752894,
"macro_f1": 0.9939853292506478,
"per_class_precision": {
"def_front": 0.9977827050997783,
"ok_front": 0.9886363636363636
},
"per_class_recall": {
"def_front": 0.9933774834437086,
"ok_front": 0.9961832061068703
},
"per_class_f1": {
"def_front": 0.995575221238938,
"ok_front": 0.9923954372623575
},
"confusion_matrix": [
[
450,
3
],
[
1,
261
]
],
"classes": [
"def_front",
"ok_front"
],
"mean_inference_latency_ms": 0.395475506294432
}
}