koilocytes detection memoire Dataset
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2023-11-14 11:27am
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Generated on Nov 14, 2023
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YOLOv9
TXT annotations and YAML config used with YOLOv9.
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TXT annotations and YAML config used with YOLOv5.
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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.
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PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
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14300 Total Images
View All Images
Dataset Split
Train Set 88%
12525Images
Valid Set 8%
1175Images
Test Set 4%
600Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Tile: 5 rows x 5 columns
Augmentations
Outputs per training example: 3
Grayscale: Apply to 35% of images
Hue: Between -45° and +45°
Blur: Up to 2px
Mosaic: Applied