Dataset Versions
Versions
2024-10-11 10:54am
v19
· a month ago
2024-09-30 2:57pm
v18
· 2 months ago
2024-09-28 10:20pm
v17
· 2 months ago
2024-09-28 9:51pm
v16
· 2 months ago
2024-09-28 9:31pm
v15
· 2 months ago
2024-09-28 8:30pm
v14
· 2 months ago
2024-09-27 8:30pm
v13
· 2 months ago
2024-09-23 10:53am
v12
· 2 months ago
2024-09-19 1:55pm
v11
· 2 months ago
2024-09-16 8:32am
v10
· 2 months ago
2024-09-13 12:40pm
v9
· 2 months ago
2023-11-16 6:27pm
v8
· a year ago
2023-11-11 6:37pm
v7
· a year ago
2023-11-10 5:01pm
v6
· a year ago
v17
2024-09-28 10:20pm
Generated on Sep 28, 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.
5927 Total Images
View All Images
Dataset Split
Train Set 92%
5472Images
Valid Set 8%
455Images
Test Set %
0Images
Preprocessing
Resize: Stretch to 1024x128
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 100% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 5% of pixels