v1.0.0-alpha.3

DEPRECATED.

---

Training start time: 2022-05-05T06:16:44
Training duration: 07:08:22
W&B run URL: https://wandb.ai/biodiv/train/runs/1kwzca8y
W&B run ID: 1kwzca8y
W&B run name: grievous-nexu-55
W&B run path: biodiv/train/1kwzca8y
Number of classes: 21
Dataset name: dataset-YOLO-05-05-2022_00.52.52.tar

System hardware

CPU count	GPU count	GPU type	NVIDIA driver version
48	1	Tesla V100S-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,
    "American Robin": 9,
    "Brown-headed Cowbird": 186,
    "Brown-headed Nuthatch": 2,
    "Carolina Chickadee": 324,
    "Carolina Wren": 4,
    "Chipping Sparrow": 1084,
    "Dark-eyed Junco": 11,
    "Downy Woodpecker": 114,
    "Eastern Bluebird": 5,
    "Hermit Thrush": 141,
    "House Finch": 566,
    "Mourning Dove": 3,
    "Northern Cardinal": 547,
    "Red-bellied Woodpecker": 3,
    "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
0.9029	0.9351	0.0143	0.0015	0.005	0.9187