amine dernier version Dataset
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2024-07-02 2:45pm
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2024-05-24 12:58pm
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v15
2024-05-24 12:58pm
Generated on May 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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355 Total Images
View All Images
Dataset Split
Train Set 90%
321Images
Valid Set 6%
21Images
Test Set 4%
13Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 850x750
Auto-Adjust Contrast: Using Histogram Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 12% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±6° Horizontal, ±15° Vertical
Grayscale: Apply to 17% of images
Hue: Between -111° and +111°
Saturation: Between -64% and +64%
Brightness: Between -34% and +34%
Exposure: Between -23% and +23%
Blur: Up to 2.8px
Noise: Up to 1.85% of pixels
Cutout: 3 boxes with 10% size each
Bounding Box: Noise: Up to 0.81% of pixels