Dataset Versions

No Defect Image Dataset

Masks Sliced - 16 Tiles

v1

Masks Sliced - 16 Tiles

Generated on May 20, 2022

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TXT annotations and YAML config used with YOLOv11.

TXT annotations and YAML config used with YOLOv9.

TXT annotations and YAML config used with YOLOv8.

TXT annotations and YAML config used with YOLOv5.

TXT annotations and YAML config used with YOLOv7.

COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.

Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.

Common XML annotation format for local data munging (pioneered by ImageNet).

TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.

PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.

CreateML JSON format is used with Apple's CreateML and Turi Create tools.

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720 Total Images

View All Images

Dataset Split

Train Set 67%

480Images

Valid Set 18%

128Images

Test Set 16%

112Images

Preprocessing

Auto-Orient: Applied

Tile: 1 rows x 16 columns

Augmentations

No augmentations were applied.

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