Dataset Versions
Versions
2023-04-25 5:36pm
v16
· 2 years ago
2023-04-25 5:09pm
v15
· 2 years ago
2023-04-25 3:36pm
v14
· 2 years ago
2023-04-25 3:20pm
v13
· 2 years ago
2023-04-25 3:11pm
v12
· 2 years ago
2023-04-22 1:00am
v11
· 2 years ago
2023-04-20 11:19pm
v10
· 2 years ago
2023-04-17 2:37pm
v9
· 2 years ago
2023-04-17 1:00pm
v8
· 2 years ago
Fresh2023-04-15 6-06pm
v7
· 2 years ago
2023-04-15 5:36pm
v6
· 2 years ago
2023-04-15 12:22pm
v5
· 2 years ago
2023-04-15 11:07am
v3
· 2 years ago
2023-04-14 4:10pm
v2
· 2 years ago
2023-04-14 1:27am
v1
· 2 years ago
v13
2023-04-25 3:20pm
Generated on Apr 25, 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.
4660 Total Images
View All Images
Dataset Split
Train Set 95%
4419Images
Valid Set 3%
120Images
Test Set 3%
121Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Applied
Crop: 0% Minimum Zoom, 0% Maximum Zoom
Rotation: Between -22° and +22°
Shear: ±26° Horizontal, ±25° Vertical
Hue: Between -16° and +16°
Saturation: Between -25% and +25%
Brightness: Between -34% and +34%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 2% of pixels
Mosaic: Applied
Bounding Box: Flip: Horizontal
Bounding Box: Crop: 0% Minimum Zoom, 0% Maximum Zoom
Bounding Box: Rotation: Between -20° and +20°
Bounding Box: Shear: ±24° Horizontal, ±24° Vertical
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 3.5px
Bounding Box: Noise: Up to 2% of pixels