Dataset Versions
Versions
2024-03-08 10:53am
v24
· 9 months ago
2024-03-08 10:49am
v23
· 9 months ago
2024-03-08 8:14am
v22
· 9 months ago
2024-02-09 9:12am
v20
· 9 months ago
2024-01-26 9:55am
v18
· 10 months ago
2023-12-12 7:32pm
v14
· a year ago
2023-12-12 7:25pm
v13
· a year ago
2023-11-29 2:37pm
v12
· a year ago
2023-11-27 4:29pm
v11
· a year ago
2023-11-21 5:00pm
v8
· a year ago
2023-11-16 7:00pm
v7
· a year ago
2023-11-15 5:04pm
v6
· a year ago
2023-10-13 2:46pm
v3
· a year ago
v12
2023-11-29 2:37pm
Generated on Nov 29, 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.
Other Formats
Choose another format.
2022 Total Images
View All Images
Dataset Split
Train Set 86%
1740Images
Valid Set 9%
189Images
Test Set 5%
93Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Tile: 2 rows x 2 columns
Modify Classes: 0 remapped, 1 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Exposure: Between -25% and +25%
Cutout: 3 boxes with 10% size each
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -45° and +45°
Bounding Box: Brightness: Between -25% and +25%