Dataset Versions
Versions
2024-06-05 12:41pm
v10
· 5 months ago
2024-06-04 8:35pm
v9
· 5 months ago
2024-06-04 2:47pm
v8
· 5 months ago
2024-06-03 10:42pm
v7
· 5 months ago
2023-11-12 5:33pm
v6
· a year ago
2023-11-10 7:10pm
v5
· a year ago
2023-10-01 10:24am
v4
· a year ago
2023-10-01 9:54am
v3
· a year ago
2023-09-28 9:16pm
v2
· a year ago
2023-09-26 5:17pm
v1
· a year ago
v10
2024-06-05 12:41pm
Generated on Jun 5, 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
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2787 Total Images
View All Images
Dataset Split
Train Set 88%
2439Images
Valid Set 8%
233Images
Test Set 4%
115Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Auto-Adjust Contrast: Using Histogram Equalization
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Hue: Between -24° and +24°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -9% and +9%
Blur: Up to 2px
Noise: Up to 1.87% of pixels
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Rotation: Between -15° and +15°