v1.0.0-alpha.2

DEPRECATED.

---

Training start time: 2022-04-21T16:41:48
Training duration: 04:43:27
W&B run URL: https://wandb.ai/biodiv/train/runs/1i9hbms9
W&B run ID: 1i9hbms9
W&B run name: dainty-pyramid-46
W&B run path: biodiv/train/1i9hbms9
Number of classes: 21

Classes

{
    "House Finch": 512,
    "Tufted Titmouse": 484,
    "Northern Cardinal": 492,
    "Brown-headed Cowbird": 37,
    "Carolina Wren": 3,
    "American Robin": 9,
    "Hermit Thrush": 12,
    "Spotted/Eastern Towhee (Rufous-sided Towhee)": 103,
    "American Goldfinch": 119,
    "Chipping Sparrow": 1178,
    "Dark-eyed Junco": 13,
    "Carolina Chickadee": 381,
    "White-throated Sparrow": 2,
    "Song Sparrow": 46,
    "squirrels": 239,
    "Yellow-rumped Warbler": 366,
    "Eastern Bluebird": 2,
    "Downy Woodpecker": 17,
    "Mourning Dove": 3,
    "Brown-headed Nuthatch": 1,
    "Red-bellied Woodpecker": 3
}

Validation predictions (examples)

Confusion matrix

Model performance:

best/precision	best/recall	val/box_loss	val/cls_loss	val/obj_loss	F1-score
0.9855	0.8718	0.0157	0.0027	0.0059	0.9251