v1.0.0-alpha.6

Training start time: 2022-06-14T16:25:02
Training duration: 04:22:31
W&B run URL: https://wandb.ai/biodiv/train/runs/y31qiwv2
W&B run ID: y31qiwv2
W&B run name: proud-glade-102
W&B run path: biodiv/train/y31qiwv2
Number of classes: 15
Dataset name: dataset-YOLO-06-13-2022_19.55.50.tar

System hardware

CPU count	GPU count	GPU type	NVIDIA driver version
48	2	Tesla T4, Tesla T4	470.103.01

Base ML framework

Python	CUDA	Torch	Torchvision
3.8.12	10.2	1.10.0	0.11.0a0+fb5bd47

Classes

{
    "American Goldfinch (Spinus tristis)": 136,
    "Brown-headed Cowbird (Molothrus ater)": 186,
    "Carolina Chickadee (Poecile carolinensis)": 335,
    "Chipping Sparrow (Spizella passerina)": 1061,
    "Downy Woodpecker (Dryobates pubescens)": 170,
    "Eastern Towhee (Pipilo erythrophthalmus)": 111,
    "Hermit Thrush (Catharus guttatus)": 141,
    "House Finch (Haemorhous mexicanus)": 643,
    "Northern Cardinal (Cardinalis cardinalis)": 547,
    "Red-bellied Woodpecker (Melanerpes carolinus)": 32,
    "Song Sparrow (Melospiza melodia)": 126,
    "Squirrels (Eutamias sibiricus)": 1817,
    "Tufted Titmouse (Baeolophus bicolor)": 459,
    "White-throated Sparrow (Zonotrichia albicollis)": 32,
    "Yellow-rumped Warbler (Setophaga coronata)": 405
}

Validation predictions

Confusion matrix

Model performance:

best/precision	best/recall	val/box_loss	val/cls_loss	val/obj_loss	F1-score
0.9818	0.9735	0.0162	0.0034	0.0055	0.9776