Dataset Versions
Versions
1.3 brightness
v17
· 2 years ago
1.2 brightness
v16
· 2 years ago
1.1 brightness
v15
· 2 years ago
0.7 brightness
v14
· 2 years ago
0.9 brightness
v13
· 2 years ago
0.8 brightness
v12
· 2 years ago
Rotation 30 -30
v11
· 2 years ago
horizontal flip
v10
· 2 years ago
1.5px blur
v9
· 2 years ago
0.75 brightness
v8
· 2 years ago
1.25 brightness
v7
· 2 years ago
Without Augmentation
v4
· 2 years ago
v17
1.3 brightness
Generated on Dec 9, 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.
498 Total Images
View All ImagesDataset Split
Train Set 60%
298Images
Valid Set 20%
100Images
Test Set 20%
100Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1920x1080
Modify Classes: 4 remapped, 0 dropped
Augmentations
Outputs per training example: 1
Brightness: Between 0% and +30%