bird-feeder/BirdFSD-YOLOv5: BirdFSD-YOLOv5-v1.0.0-alpha.1.4

Start time: 2022-04-13T05:34:51 W&B run URL: https://wandb.ai/biodiv/train/runs/qk7hm5m7 W&B run ID: qk7hm5m7 W&B run name: decent-frog-45 W&B run path: biodiv/train/qk7hm5m7 Number of classes: 21

<details> <summary>Classes</summary> ```YAML - American Robin - squirrels - Spotted/Eastern Towhee (Rufous-sided Towhee) - Song Sparrow - Carolina Wren - Eastern Bluebird - White-throated Sparrow - Brown-headed Nuthatch - Red-bellied Woodpecker - Yellow-rumped Warbler - American Goldfinch - Tufted Titmouse - Downy Woodpecker - Carolina Chickadee - Chipping Sparrow - Hermit Thrush - House Finch - Mourning Dove - Northern Cardinal - Brown-headed Cowbird - Dark-eyed Junco ``` </details><details> <summary>Validation predictions</summary> <img src="https://i.ibb.co/TrRM0x3/8ea2bc4ccd53.jpg" alt="val" width="1280" height="720"> </details><details> <summary>Confusion matrix</summary> <img src="https://i.ibb.co/TTnV6fJ/1e7fc8fb7ed2.png" alt="cm" width="1280" height="720"> </details><details> <summary>Model weights</summary> https://serve.aibird.me/BirdFSD-YOLOv5-v1.0.0-alpha.1.4.pt (requires authentication) </details>

Validation results:

<table> <tr> <td>best/precision <td>best/recall <td>val/box_loss <td>val/cls_loss <td>val/obj_loss <td>F1-score<tr> <td>0.9693 <td>0.9662 <td>0.0193 <td>0.0028 <td>0.0067 <td>0.9678</table>