Dataset Versions
Versions
2023-05-09 4:47am
v11
· 2 years ago
2023-04-22 8:38am
v10
· 2 years ago
2023-04-11 6:34am
v9
· 2 years ago
2023-04-11 6:03am
v8
· 2 years ago
2023-04-11 1:36am
v7
· 2 years ago
2023-04-11 1:30am
v6
· 2 years ago
2023-03-08 3:42am
v5
· 2 years ago
2023-03-08 3:38am
v4
· 2 years ago
2023-03-08 3:35am
v3
· 2 years ago
2023-03-08 2:50am
v2
· 2 years ago
v11
2023-05-09 4:47am
Generated on May 9, 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.
4062 Total Images
View All Images
Dataset Split
Train Set 90%
3675Images
Valid Set 6%
233Images
Test Set 4%
154Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Adaptive Equalization
Modify Classes: 2 remapped, 3 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Hue: Between -98° and +98°
Brightness: Between -53% and +0%
Blur: Up to 3.75px
Noise: Up to 12% of pixels
Bounding Box: Blur: Up to 3px