Dataset Versions
Versions
2023-01-09 12:46am
v12
· 2 years ago
2023-01-09 12:43am
v11
· 2 years ago
2023-01-08 5:54pm
v10
· 2 years ago
2023-01-08 5:53pm
v9
· 2 years ago
2023-01-08 2:50pm
v8
· 2 years ago
2022-12-16 8:55pm
v7
· 2 years ago
2022-12-15 10:29pm
v6
· 2 years ago
2022-12-15 2:14pm
v5
· 2 years ago
2022-12-08 10:34pm
v4
· 2 years ago
2022-12-08 10:29pm
v3
· 2 years ago
2022-12-01 2:59pm
v2
· 2 years ago
2022-12-01 12:38am
v1
· 2 years ago
v6
2022-12-15 10:29pm
Generated on Dec 15, 2022
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.
1732 Total Images
View All Images
Dataset Split
Train Set 70%
1218Images
Valid Set 19%
334Images
Test Set 10%
180Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 2
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Grayscale: Apply to 35% 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 3.25px
Noise: Up to 5% of pixels