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Ultralytics YOLOv8.1.13 🚀 Python-3.8.18 torch-2.1.1+cu121 CUDA:0 (NVIDIA A100 80GB PCIe, 81050MiB)
Model summary (fused): 168 layers, 11125971 parameters, 0 gradients, 28.4 GFLOPs
[34m[1mval: [0mScanning /scratch/gilbreth/jpfinley/ultralytics/datasets/micro/valid/labels.cache... 15 images, 0 backgrounds, 0 corrupt: 100%|██████████| 15/15 [00:00<?, ?it/s][34m[1mval: [0mScanning /scratch/gilbreth/jpfinley/ultralytics/datasets/micro/valid/labels.cache... 15 images, 0 backgrounds, 0 corrupt: 100%|██████████| 15/15 [00:00<?, ?it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 0%| | 0/1 [00:00<?, ?it/s] Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:03<00:00, 3.64s/it] Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 1/1 [00:03<00:00, 3.64s/it] all 15 218 0.622 0.518 0.538 0.19
Speed: 0.1ms preprocess, 6.2ms inference, 0.0ms loss, 28.1ms postprocess per image
Results saved to [1mruns/detect/val4[0m
ultralytics.utils.metrics.DetMetrics object with attributes:
ap_class_index: array([0])
box: ultralytics.utils.metrics.Metric object
confusion_matrix: <ultralytics.utils.metrics.ConfusionMatrix object at 0x2b465c63be50>
curves: ['Precision-Recall(B)', 'F1-Confidence(B)', 'Precision-Confidence(B)', 'Recall-Confidence(B)']
curves_results: [[array([ 0, 0.001001, 0.002002, 0.003003, 0.004004, 0.005005, 0.006006, 0.007007, 0.008008, 0.009009, 0.01001, 0.011011, 0.012012, 0.013013, 0.014014, 0.015015, 0.016016, 0.017017, 0.018018, 0.019019, 0.02002, 0.021021, 0.022022, 0.023023,
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0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]]), 'Confidence', 'Recall']]
fitness: 0.22511410945319543
keys: ['metrics/precision(B)', 'metrics/recall(B)', 'metrics/mAP50(B)', 'metrics/mAP50-95(B)']
maps: array([ 0.19034])
names: {0: 'microglia'}
plot: True
results_dict: {'metrics/precision(B)': 0.6218039110951126, 'metrics/recall(B)': 0.518348623853211, 'metrics/mAP50(B)': 0.5380402847015369, 'metrics/mAP50-95(B)': 0.19034453442560192, 'fitness': 0.22511410945319543}
save_dir: PosixPath('runs/detect/val4')
speed: {'preprocess': 0.13427734375, 'inference': 6.18894894917806, 'loss': 0.000476837158203125, 'postprocess': 28.128639856974285}
task: 'detect'