comic-region-clip-coreml / validation.json
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Add Core ML CLIP manga region classifier and validation
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{
"source_revision": "3d74acf9a28c67741b2f4f2ea7635f0aaf6f0268",
"labels": [
"skin",
"hair",
"clothing",
"metal",
"wood",
"sky",
"foliage",
"stone",
"water",
"fire",
"background",
"bubble"
],
"cases": [
{
"compute_unit": "cpu",
"sample": 0,
"max_absolute_probability_error": 0.016196519136428833,
"probability_sum_error": 0.0003662109375,
"same_top_label": true,
"pytorch_top_label": "background",
"coreml_top_label": "background"
},
{
"compute_unit": "cpu",
"sample": 1,
"max_absolute_probability_error": 0.01366356760263443,
"probability_sum_error": 0.000148773193359375,
"same_top_label": true,
"pytorch_top_label": "background",
"coreml_top_label": "background"
},
{
"compute_unit": "cpu",
"sample": 2,
"max_absolute_probability_error": 0.01601511240005493,
"probability_sum_error": 0.000385284423828125,
"same_top_label": true,
"pytorch_top_label": "water",
"coreml_top_label": "water"
},
{
"compute_unit": "cpu_gpu",
"sample": 0,
"max_absolute_probability_error": 0.0008269846439361572,
"probability_sum_error": 1.1920928955078125e-07,
"same_top_label": true,
"pytorch_top_label": "background",
"coreml_top_label": "background"
},
{
"compute_unit": "cpu_gpu",
"sample": 1,
"max_absolute_probability_error": 0.0012410283088684082,
"probability_sum_error": 5.960464477539063e-08,
"same_top_label": true,
"pytorch_top_label": "background",
"coreml_top_label": "background"
},
{
"compute_unit": "cpu_gpu",
"sample": 2,
"max_absolute_probability_error": 0.0016378015279769897,
"probability_sum_error": 1.1920928955078125e-07,
"same_top_label": true,
"pytorch_top_label": "water",
"coreml_top_label": "water"
}
]
}