Dataset Versions
Versions
2023-07-22 3:11pm
v16
· a year ago
new_class5
v15
· a year ago
4class
v14
· a year ago
g-bOri
v13
· a year ago
g-bY8
v12
· a year ago
g-b95
v11
· a year ago
g-b9
v10
· a year ago
g-b8.5
v9
· a year ago
g-b8
v8
· a year ago
g-b7
v7
· a year ago
g-b5
v6
· a year ago
2023-07-11 8:44am
v5
· a year ago
g-b2
v4
· a year ago
g-b1
v3
· a year ago
v14
4class
Generated on Jul 19, 2023
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
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.
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4676 Total Images
View All Images
Dataset Split
Train Set 88%
4092Images
Valid Set 6%
292Images
Test Set 6%
292Images
Preprocessing
Resize: Stretch to 600x600
Modify Classes: 0 remapped, 2 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels