Dataset Versions
Versions
2024-12-14 1:03pm
v12
· 14 days ago
2024-05-25 5:10pm
v11
· 7 months ago
2024-05-25 3:48pm
v10
· 7 months ago
2024-05-12 11:05pm
v9
· 7 months ago
2024-05-04 6:03pm
v8
· 8 months ago
2024-05-04 5:53pm
v7
· 8 months ago
2024-04-17 4:22pm
v6
· 8 months ago
2024-04-17 3:53pm
v5
· 8 months ago
2024-04-12 5:56pm
v4
· 9 months ago
2024-03-21 4:27pm
v3
· 9 months ago
2024-03-04 10:12pm
v2
· 10 months ago
2024-02-26 10:54am
v1
· 10 months ago
v2
2024-03-04 10:12pm
Generated on Mar 4, 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.
24800 Total Images
View All Images
Dataset Split
Train Set 84%
20775Images
Valid Set 9%
2150Images
Test Set 8%
1875Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-50% Horizontal Region, 25-50% Vertical Region
Resize: Stretch to 640x640
Tile: 5 rows x 5 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 21% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±45° Horizontal, ±45° Vertical
Brightness: Between -48% and +48%
Noise: Up to 0.1% of pixels
Cutout: 5 boxes with 41% size each
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Shear: ±45° Horizontal, ±45° Vertical