Dataset Versions
Versions
2024-04-09 10:15pm
v26
· 8 months ago
2024-01-29 5:18pm
v25
· a year ago
update-class-with-aug-320-v2
v24
· a year ago
with-aug-320-v2
v23
· a year ago
No-aug-416
v16
· a year ago
with-aug-416
v15
· a year ago
with-aug-320-v1
v14
· a year ago
No-aug-320
v10
· a year ago
2023-11-15 10:18am
v5
· a year ago
2023-11-15 10:02am
v4
· a year ago
2023-10-18 11:27pm
v2
· a year ago
2023-10-18 10:59pm
v1
· a year ago
v26
2024-04-09 10:15pm
Generated on Apr 9, 2024
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.
1622 Total Images
View All Images
Dataset Split
Train Set 85%
1386Images
Valid Set 10%
167Images
Test Set 4%
69Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 320x320
Modify Classes: 4 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Hue: Between -12° and +12°
Saturation: Between -20% and +20%
Brightness: Between -12% and +12%
Exposure: Between -6% and +6%
Blur: Up to 0.7px
Noise: Up to 1.03% of pixels
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Brightness: Between -12% and +12%
Bounding Box: Exposure: Between -6% and +6%
Bounding Box: Blur: Up to 0.7px
Bounding Box: Noise: Up to 1.01% of pixels