Dataset Versions
Versions
2024-09-08 1:29pm
v21
· 2 months ago
2024-09-08 12:31pm
v20
· 2 months ago
2024-09-08 11:26am
v19
· 2 months ago
2024-09-04 8:33am
v18
· 2 months ago
2024-09-04 8:32am
v17
· 2 months ago
2024-08-01 6:58am
v16
· 3 months ago
Yolo v9
v15
· 4 months ago
Yolov10
v14
· 4 months ago
2024-07-21 10:01am
v13
· 4 months ago
2023-10-19 10:20am
v12
· a year ago
2023-10-19 9:57am
v11
· a year ago
2023-10-19 9:19am
v10
· a year ago
2023-10-18 2:39pm
v9
· a year ago
2023-10-17 7:10pm
v8
· a year ago
2023-10-17 2:22pm
v7
· a year ago
2023-10-17 10:50am
v6
· a year ago
2023-10-17 10:45am
v5
· a year ago
2023-10-17 10:04am
v4
· a year ago
2023-10-11 1:25am
v3
· a year ago
2023-10-11 1:16am
v2
· a year ago
2023-10-11 12:57am
v1
· a year ago
v5
2023-10-17 10:45am
Generated on Oct 17, 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.
1142 Total Images
View All Images
Dataset Split
Train Set 87%
999Images
Valid Set 8%
96Images
Test Set 4%
47Images
Preprocessing
Auto-Orient: Applied
Modify Classes: 3 remapped, 1 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -10° and +10°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 15% of images
Hue: Between -25° and +25°
Saturation: Between -9% and +9%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 6.75px
Noise: Up to 5% of pixels
Cutout: 6 boxes with 10% size each
Bounding Box: Exposure: Between -15% and +15%