Dataset Versions
Versions
removed fuzzy images 416x416
v8
· 8 months ago
2024-03-04 9:23pm
v7
· 9 months ago
640x640 augmented with greyscale images
v6
· 9 months ago
416x416 with augmentation
v5
· 9 months ago
640x640 with external view
v4
· 9 months ago
320x320 with external view
v3
· 9 months ago
bird boxes with external view
v2
· 9 months ago
2024-02-18 5:01pm
v1
· 9 months ago
v5
416x416 with augmentation
Generated on Feb 27, 2024
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YOLOv11
TXT annotations and YAML config used with YOLOv11.
YOLOv9
TXT annotations and YAML config used with YOLOv9.
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TXT annotations and YAML config used with YOLOv8.
YOLOv5
TXT annotations and YAML config used with YOLOv5.
YOLOv7
TXT annotations and YAML config used with YOLOv7.
COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
YOLO Darknet
Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
TFRecord
TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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1409 Total Images
View All Images
Dataset Split
Train Set 84%
1190Images
Valid Set 10%
147Images
Test Set 5%
72Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical