Dataset Versions
Versions
2023-06-22 9:50am
v16
· a year ago
2023-06-01 9:44am
v15
· a year ago
2023-03-29 9:01am
v13
· 2 years ago
2023-03-29 8:47am
v12
· 2 years ago
2023-03-27 3:47pm
v11
· 2 years ago
2023-03-27 3:46pm
v10
· 2 years ago
2022-08-18 11:53am
v9
· 2 years ago
accurate-rotatio-saturation-blur-brightness v5
v8
· 2 years ago
person-only
v7
· 2 years ago
accurate-rotation-saturation-blur-brightness v4
v5
· 3 years ago
rotation-saturation-blur-brightness v3
v3
· 3 years ago
rotation-saturation-blur-brightness v2
v2
· 3 years ago
rotation-saturation-blur-brightness v1
v1
· 3 years ago
v3
rotation-saturation-blur-brightness v3
Generated on May 12, 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.
1966 Total Images
View All Images
Dataset Split
Train Set 87%
1719Images
Valid Set 8%
163Images
Test Set 4%
84Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Blur: Up to 4.5px
Bounding Box: Brightness: Between -25% and +25%