berry_segmentation / evaluation_log.txt
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--- Epoch 0/5 ---
Mean Jaccard Index (mIoU): 0.5786
Per-Class Jaccard Index (IoU):
background: 0.9035
berry: 0.8195
debris: 0.2947
greenberry: 0.2966
Per-Class Precision:
background: 0.9517
berry: 0.8773
debris: 0.7234
greenberry: 0.8298
Per-Class Recall:
background: 0.9469
berry: 0.9256
debris: 0.3321
greenberry: 0.3158
--- Epoch 0/5 ---
Mean Jaccard Index (mIoU): 0.6468
Per-Class Jaccard Index (IoU):
background: 0.9109
berry: 0.8315
debris: 0.3822
greenberry: 0.4626
Per-Class Precision:
background: 0.9607
berry: 0.8833
debris: 0.7617
greenberry: 0.7308
Per-Class Recall:
background: 0.9462
berry: 0.9341
debris: 0.4341
greenberry: 0.5577
--- Epoch 0/5 ---
Mean Jaccard Index (mIoU): 0.6636
Per-Class Jaccard Index (IoU):
background: 0.9138
berry: 0.8371
debris: 0.4057
greenberry: 0.4980
Per-Class Precision:
background: 0.9641
berry: 0.8875
debris: 0.7255
greenberry: 0.6834
Per-Class Recall:
background: 0.9460
berry: 0.9365
debris: 0.4793
greenberry: 0.6473
--- Epoch 0/5 ---
Mean Jaccard Index (mIoU): 0.6695
Per-Class Jaccard Index (IoU):
background: 0.9155
berry: 0.8404
debris: 0.4132
greenberry: 0.5091
Per-Class Precision:
background: 0.9633
berry: 0.8950
debris: 0.6769
greenberry: 0.6736
Per-Class Recall:
background: 0.9486
berry: 0.9322
debris: 0.5148
greenberry: 0.6758
--- Epoch 0/5 ---
Mean Jaccard Index (mIoU): 0.6720
Per-Class Jaccard Index (IoU):
background: 0.9164
berry: 0.8421
debris: 0.4104
greenberry: 0.5189
Per-Class Precision:
background: 0.9643
berry: 0.8952
debris: 0.6594
greenberry: 0.6840
Per-Class Recall:
background: 0.9486
berry: 0.9342
debris: 0.5209
greenberry: 0.6826
--- Epoch 0/5 ---
Mean Jaccard Index (mIoU): 0.6747
Per-Class Jaccard Index (IoU):
background: 0.9172
berry: 0.8433
debris: 0.4133
greenberry: 0.5251
Per-Class Precision:
background: 0.9647
berry: 0.8959
debris: 0.6553
greenberry: 0.6914
Per-Class Recall:
background: 0.9491
berry: 0.9349
debris: 0.5280
greenberry: 0.6858