Dataset Versions
Versions
2024-11-11 9:21am
v11
· 13 days ago
2024-11-11 9:21am
v10
· 13 days ago
2024-11-11 9:21am
v9
· 13 days ago
2024-11-11 9:21am
v8
· 13 days ago
2024-11-11 9:21am
v7
· 13 days ago
2024-11-11 9:21am
v6
· 13 days ago
2024-11-11 9:16am
v5
· 13 days ago
test_version_04
v4
· 3 months ago
Test_Version_03
v3
· 5 months ago
Test_Version_02
v2
· 5 months ago
Test_Version_01
v1
· 5 months ago
v4
test_version_04
Generated on Sep 6, 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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1821 Total Images
View All Images
Dataset Split
Train Set 92%
1680Images
Valid Set 4%
72Images
Test Set 4%
69Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%