MembraneDetection 625 Dataset
v2
2024-06-19 8:05am
Generated on Jun 19, 2024
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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.
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633 Total Images
View All Images
Dataset Split
Train Set 88%
554Images
Valid Set 8%
53Images
Test Set 4%
26Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 1056x1056
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -5° and +5°
Brightness: Between -2% and +2%