Dataset Versions
Versions
2024-11-24 6:56pm
v14
· 24 days ago
2024-11-13 7:39pm
v13
· a month ago
2024-11-13 7:39pm
v12
· a month ago
2024-11-13 7:39pm
v11
· a month ago
2024-11-13 6:18pm
v10
· a month ago
2024-07-02 2:50am
v9
· 6 months ago
2024-06-19 3:17am
v8
· 6 months ago
2024-06-19 1:25am
v7
· 6 months ago
2024-06-18 11:09pm
v6
· 6 months ago
2024-06-16 10:04pm
v5
· 6 months ago
2024-06-14 3:41pm
v4
· 6 months ago
2024-06-14 1:37am
v1
· 6 months ago
v14
2024-11-24 6:56pm
Generated on Nov 24, 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.
24183 Total Images
View All Images
Dataset Split
Train Set 94%
22785Images
Valid Set 4%
932Images
Test Set 2%
466Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 480x640
Auto-Adjust Contrast: Using Histogram Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 7
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 15% of images
Hue: Between -24° and +24°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 1.8% of pixels