Fractured_Entropy Image Dataset
Versions!
all
v8
· 2 months ago
1826
entropy-brightness-adj
v7
· 2 months ago
1809
1024x1024
Stretch to
entropy-brightness
v6
· 2 months ago
1819
1024x1024
Stretch to
entropy-adj
v5
· 2 months ago
702
1024x1024
Stretch to
normal_Entropy
v4
· 2 months ago
702
1024x1024
Stretch to
normal_Entropy_autoadjust
v3
· 2 months ago
702
1024x1024
Stretch to
aug_Entopy
v2
· 2 months ago
1815
1024x1024
Stretch to
normal_Entropy
v1
· 2 months ago
702
1024x1024
Stretch to
v8
all
Generated on Apr 24, 2024
Popular Download Formats
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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1826 Total Images
View All ImagesDataset Split
Train Set 92%
1686Images
Valid Set 4%
79Images
Test Set 3%
61Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1024x1024
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -25% and +25%
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