Dataset Versions
Versions
2024-06-03 10:30am
v10
· 8 months ago
2024-05-16 1:23pm
v8
· 9 months ago
2024-05-15 9:55am
v7
· 9 months ago
2024-05-14 10:15am
v6
· 9 months ago
2024-04-29 1:30pm
v5
· 10 months ago
2024-03-15 9:28am
v4
· a year ago
2024-02-01 10:10am
v3
· a year ago
2023-07-07 12:06pm
v2
· 2 years ago
2023-06-14 12:52pm
v1
· 2 years ago
v8
2024-05-16 1:23pm
Generated on May 16, 2024
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.
Other Formats
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3131 Total Images
View All Images
Dataset Split
Train Set 87%
2739Images
Valid Set 8%
260Images
Test Set 4%
132Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 800x800
Modify Classes: 2 remapped, 0 dropped
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±10° Vertical
Grayscale: Apply to 25% of images
Saturation: Between -30% and +30%
Brightness: Between -15% and +15%