Dataset Versions
Versions
Batch2
v8
· 3 years ago
orient_contrast_rotation_resize
v7
· 3 years ago
with_auto_orient_contrast_rotation
v6
· 3 years ago
Finalized_renamed_classnames
v5
· 3 years ago
Finalized 8:56pm
v4
· 3 years ago
2022-01-24 7:13pm
v3
· 3 years ago
2022-01-24 7:13pm
v2
· 3 years ago
2022-01-24 7:13pm
v1
· 3 years ago
v7
orient_contrast_rotation_resize
Generated on Jan 24, 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.
1152 Total Images
View All Images
Dataset Split
Train Set 85%
981Images
Valid Set 10%
113Images
Test Set 5%
58Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 416x416
Auto-Adjust Contrast: Using Adaptive Equalization
Modify Classes: 4 remapped, 0 dropped
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down