Dataset Versions
Versions
2023-01-21 1:56pm
v15
· 2 years ago
second_dataset
v14
· 2 years ago
first_dataset
v13
· 2 years ago
2023-01-04 12:23pm
v10
· 2 years ago
2023-01-04 12:11pm
v9
· 2 years ago
2023-01-04 11:50am
v8
· 2 years ago
2023-01-03 4-28pm
v7
· 2 years ago
2022-12-31 11:08am
v6
· 2 years ago
2022-12-31 12:32am
v5
· 2 years ago
2022-12-30 11:40pm
v4
· 2 years ago
2022-12-30 11:32pm
v3
· 2 years ago
2022-12-30 11:31pm
v2
· 2 years ago
2022-12-30 11:30pm
v1
· 2 years ago
v3
2022-12-30 11:32pm
Generated on Dec 30, 2022
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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1422 Total Images
View All Images
Dataset Split
Train Set 90%
1275Images
Valid Set 8%
117Images
Test Set 2%
30Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 18% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±19° Horizontal, ±30° Vertical
Grayscale: Apply to 40% of images
Hue: Between -29° and +29°
Saturation: Between -63% and +63%
Brightness: Between -25% and +25%
Blur: Up to 1px
Noise: Up to 5% of pixels