Bird_image Image Dataset
Versions
2024-02-02 8:27am
v57
Feb 2, 2024
2024-01-29 1:43pm
v55
Jan 29, 2024
2024-01-26 10:13am
v54
Jan 26, 2024
2024-01-25 11:27pm
v53
Jan 25, 2024
2024-01-22 3:15pm
v47
Jan 22, 2024
2024-01-22 2:19pm
v41
Jan 22, 2024
2024-01-15 1:23pm
v38
Jan 15, 2024
2024-01-15 12:39pm
v37
Jan 15, 2024
2024-01-15 1:03am
v36
Jan 14, 2024
2024-01-15 12:26am
v35
Jan 14, 2024
2024-01-11 6:57am
v8
Jan 11, 2024
2024-01-10 4:02pm
v6
Jan 10, 2024
2024-01-10 3:12pm
v5
Jan 10, 2024
2024-01-10 7:05am
v4
Jan 10, 2024
2024-01-10 6:51am
v3
Jan 10, 2024
2024-01-10 6:49am
v2
Jan 10, 2024
v37
2024-01-15 12:39pm
Generated on Jan 15, 2024
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
Choose another format.
492 Total Images
View All Images
Dataset Split
Train Set 94%
462Images
Valid Set 3%
17Images
Test Set 3%
13Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±9° Horizontal, ±10° Vertical
Grayscale: Apply to 20% of images
Hue: Between -16° and +16°
Saturation: Between -16% and +16%
Brightness: Between -17% and +17%
Exposure: Between -6% and +6%
Noise: Up to 1.37% of pixels
Mosaic: Applied
Bounding Box: Crop: 0% Minimum Zoom, 12% Maximum Zoom
Bounding Box: Rotation: Between -17° and +17°
Bounding Box: Brightness: Between -40% and +40%
Bounding Box: Exposure: Between -20% and +20%
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