TEST_tajweed-detection-test-separate-letter-2 Image Dataset
Versions
v1
2024-03-25 6:21am
Generated on Mar 24, 2024
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YOLOv8
TXT annotations and YAML config used with YOLOv8.
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MT-YOLOv6 TXT annotations used with meituan/YOLOv6.
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COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
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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).
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TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
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302 Total Images
View All Images
Dataset Split
Train Set 87%
264Images
Valid Set 9%
26Images
Test Set 4%
12Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
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