v1.0.0-alpha.4

DEPRECATED.

---

Training start time: 2022-05-06T05:38:22
Training duration: 19:59:24
W&B run URL: https://wandb.ai/biodiv/train/runs/808p95Vj
W&B run ID: 808p95Vj
W&B run name: peach-wave-60
W&B run path: biodiv/train/808p95Vj
Number of classes: 14
Dataset name: dataset-YOLO-05-06-2022_02.57.11.tar

System hardware

CPU count	GPU count	GPU type	NVIDIA driver version
40	1	Tesla V100-PCIE-32GB	470.103.01

Base ML framework

Python	CUDA	Torch	Torchvision
3.8.13	10.2	1.11.0	0.12.0

Classes

{
    "American Goldfinch": 118,
    "Brown-headed Cowbird": 186,
    "Carolina Chickadee": 324,
    "Chipping Sparrow": 1084,
    "Downy Woodpecker": 114,
    "Hermit Thrush": 141,
    "House Finch": 566,
    "Northern Cardinal": 547,
    "Song Sparrow": 53,
    "Spotted/Eastern Towhee (Rufous-sided Towhee)": 110,
    "Tufted Titmouse": 418,
    "White-throated Sparrow": 32,
    "Yellow-rumped Warbler": 404,
    "squirrels": 248
}

Validation predictions

Confusion matrix

Model performance:

best/precision	best/recall	val/box_loss	val/cls_loss	val/obj_loss	F1-score
0.9509	0.9908	0.0142	0.0007	0.0067	0.9704