Dataset Versions
Versions
2024-06-08 1:02am
v20
· 5 months ago
2024-06-07 1:39pm
v19
· 5 months ago
2024-06-07 1:31pm
v18
· 5 months ago
2024-06-07 1:15pm
v17
· 5 months ago
2024-06-07 12:10am
v16
· 5 months ago
2024-06-06 3:10pm
v15
· 5 months ago
2024-06-06 4:40am
v14
· 5 months ago
2024-06-06 2:33am
v13
· 5 months ago
2024-06-05 5:28pm
v12
· 5 months ago
2024-06-05 5:03pm
v11
· 5 months ago
2024-06-05 4:41pm
v10
· 5 months ago
2024-06-05 4:12am
v8
· 5 months ago
2024-06-04 11:39pm
v5
· 5 months ago
2024-06-04 7:23pm
v4
· 5 months ago
2024-06-04 11:04am
v3
· 5 months ago
2024-06-02 7:57pm
v2
· 5 months ago
2024-06-01 10:12pm
v1
· 5 months ago
v12
2024-06-05 5:28pm
Generated on Jun 5, 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
Choose another format.
13092 Total Images
View All Images
Dataset Split
Train Set 87%
11433Images
Valid Set 8%
1090Images
Test Set 4%
569Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 2 rows x 2 columns
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 1.21% of pixels
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom