Dataset Versions
Versions
2024-07-04 9:21pm
v15
· 6 months ago
2024-06-22 1:48pm
v14
· 6 months ago
2024-06-21 6:04am
v13
· 6 months ago
2024-06-20 11:17am
v12
· 6 months ago
2024-06-20 11:08am
v11
· 6 months ago
2024-06-20 10:59am
v10
· 6 months ago
2024-06-20 10:08am
v9
· 6 months ago
2024-06-20 10:08am
v8
· 6 months ago
2024-06-20 10:08am
v7
· 6 months ago
2024-06-20 10:08am
v6
· 6 months ago
2024-06-20 10:08am
v5
· 6 months ago
2024-06-20 10:08am
v4
· 6 months ago
2024-06-20 10:08am
v3
· 6 months ago
2024-06-20 10:08am
v2
· 6 months ago
2024-06-20 10:01am
v1
· 6 months ago
v15
2024-07-04 9:21pm
Generated on Jul 4, 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.
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401 Total Images
View All Images
Dataset Split
Train Set 88%
351Images
Valid Set 8%
34Images
Test Set 4%
16Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Blur: Up to 3.2px