Dataset Versions
Versions
2023-06-11 7:40pm
v11
· 2 years ago
2023-06-11 9:55am
v10
· 2 years ago
2023-06-11 9:50am
v9
· 2 years ago
2023-06-11 9:48am
v8
· 2 years ago
2023-06-11 9:48am
v7
· 2 years ago
2023-06-11 9:48am
v6
· 2 years ago
2023-06-11 9:48am
v5
· 2 years ago
2023-06-11 9:48am
v4
· 2 years ago
2023-06-11 9:48am
v3
· 2 years ago
2023-06-11 9:48am
v2
· 2 years ago
2023-06-11 9:46am
v1
· 2 years ago
v8
2023-06-11 9:48am
Generated on Jun 11, 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.
348 Total Images
View All Images
Dataset Split
Train Set 86%
300Images
Valid Set 8%
28Images
Test Set 6%
20Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Blur: Up to 2.5px
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Noise: Up to 5% of pixels