birds are mine Image Dataset
Versions
culled and cropped rather than stretched
v11
Dec 2, 2021
manually balanced
v10
Dec 1, 2021
birbes
v9
Dec 1, 2021
rebalanced nameless birds
v8
Nov 29, 2021
we try with no names
v7
Nov 29, 2021
Naghty Birds wit u
v6
Nov 25, 2021
Naughty Birds with u
v5
Nov 25, 2021
naghty bird
v4
Nov 25, 2021
2021-11-25 12:50pm
v3
Nov 25, 2021
Ver2ion 1.1
v2
Nov 18, 2021
version 1.0
v1
Nov 18, 2021
v7
we try with no names
Generated on Nov 29, 2021
Popular Download Formats
YOLOv9
TXT annotations and YAML config used with YOLOv9.
YOLOv8
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.
Other Formats
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997 Total Images
View All Images
Dataset Split
Train Set 79%
786Images
Valid Set 13%
133Images
Test Set 8%
78Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Brightness: Between -20% and +20%
Bounding Box: Blur: Up to 10px
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