Dataset Versions
Versions
Raw-Just For Download-
v9
· 4 months ago
ResizeRotate-90Hue
v8
· 4 months ago
GrayscaleShear
v7
· 4 months ago
ResizeStatic-cropNoise
v6
· 4 months ago
ResizeContrastRotation
v5
· 4 months ago
ResizeContrastRotationBlurNoise
v4
· 4 months ago
ResizeContrastRotationBlurNoise
v3
· 4 months ago
ResizeGrayScaleStaticcropContrastFlipShearExposure
v2
· 4 months ago
CropRotateShearSaturateBlurNoise
v1
· 4 months ago
v4
ResizeContrastRotationBlurNoise
Generated on Jul 17, 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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379 Total Images
View All Images
Dataset Split
Train Set 75%
285Images
Valid Set 12%
47Images
Test Set 12%
47Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 850x700
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Rotation: Between -10° and +10°
Blur: Up to 2.6px
Noise: Up to 0.34% of pixels