CylinDeRS_new4_wscript Dataset
v2
classification_dataset_2024-01-09 12-47pm
Generated on Jan 9, 2024
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YOLOv9
TXT annotations and YAML config used with YOLOv9.
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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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25269 Total Images
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Dataset Split
Train Set 72%
18137Images
Valid Set 19%
4862Images
Test Set 9%
2270Images
Preprocessing
Isolate Objects: Applied
Resize: Stretch to 640x640
Augmentations
No augmentations were applied.