GaeaDataset Image Dataset
Versions!
2024-04-21 3:04am
v7
· 2 months ago
44561
Fast
gaeadataset/5
2024-04-20 7:28pm
v5
· 2 months ago
44561
Fast
gaeadataset/4
2024-04-12 11:24pm
v4
· 2 months ago
18171
Fast
2024-03-25 2:51am
v3
· 3 months ago
17893
640x640
Stretch to
2024-03-18 3:04am
v2
· 3 months ago
15289
640x640
Stretch to
2024-03-16 11:41pm
v1
· 3 months ago
6837
v7
2024-04-21 3:04am
Generated on Apr 20, 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.
44561 Total Images
View All Images
Dataset Split
Train Set 89%
39585Images
Valid Set 8%
3389Images
Test Set 4%
1587Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 20% of images
Hue: Between -15° and +15°
Saturation: Between -30% and +30%
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 1.48% of pixels
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