Dataset Versions
Versions
2023-01-28 4:25am
v16
· 2 years ago
2023-01-28 4:00am
v15
· 2 years ago
2023-01-28 2:31am
v14
· 2 years ago
2023-01-28 2:14am
v13
· 2 years ago
2023-01-28 1:51am
v12
· 2 years ago
2023-01-28 1:30am
v11
· 2 years ago
2023-01-26 5:53am
v10
· 2 years ago
2023-01-25 8:53pm
v9
· 2 years ago
2023-01-24 11:35pm
v8
· 2 years ago
2023-01-24 4:44pm
v7
· 2 years ago
2023-01-24 4:34pm
v6
· 2 years ago
2023-01-24 4:09pm
v5
· 2 years ago
Test
v4
· 2 years ago
v11
2023-01-28 1:30am
Generated on Jan 27, 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.
126 Total Images
View All Images
Dataset Split
Train Set 90%
114Images
Valid Set 2%
3Images
Test Set 7%
9Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 128x128
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Filter Null: Require at least 8% of images to contain annotations.
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -23° and +23°
Hue: Between -26° and +26°
Saturation: Between -28% and +28%
Brightness: Between -31% and +31%
Blur: Up to 2px
Noise: Up to 4% of pixels
Cutout: 4 boxes with 28% size each
Bounding Box: Flip: Horizontal
Bounding Box: Rotation: Between -13° and +13°