Dataset Versions
Versions
2023-07-06 9:22pm
v14
· a year ago
2023-07-06 9:22pm
v13
· a year ago
2023-07-06 4:32pm
v12
· a year ago
2023-07-06 4:32pm
v11
· a year ago
2023-07-06 3:19pm
v10
· a year ago
2023-07-06 3:19pm
v9
· a year ago
2023-07-05 6:07pm
v8
· a year ago
2023-07-05 2:34am
v7
· a year ago
2023-07-05 2:26am
v6
· a year ago
2023-07-05 12:41am
v5
· a year ago
2023-07-04 6:13pm
v4
· a year ago
2023-07-04 5:50pm
v3
· a year ago
2023-07-04 1:28pm
v2
· a year ago
2023-07-04 12:52pm
v1
· a year ago
v5
2023-07-05 12:41am
Generated on Jul 4, 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.
2672 Total Images
View All Images
Dataset Split
Train Set 87%
2313Images
Valid Set 9%
243Images
Test Set 4%
116Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Cutout: 2 boxes with 11% size each
Mosaic: Applied
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 5% of pixels