Shoe Detection for Sound Enhancement Image Dataset
v2
2023-04-13 12:51pm
Generated on Apr 13, 2023
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YOLOv9
TXT annotations and YAML config used with YOLOv9.
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YOLOv5
TXT annotations and YAML config used with YOLOv5.
YOLOv7
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COCO JSON
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).
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.
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1092 Total Images
View All Images
Dataset Split
Train Set 87%
954Images
Valid Set 8%
90Images
Test Set 4%
48Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 5% of pixels
Mosaic: Applied
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