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Label Printing Defect Version 2

Object Detection

Dataset Versions

Try Pre-Trained Model

Original Images

v25

2 years ago

Final Dataset - Defect x3 -Azim-

v24

2 years ago

Final Dataset x3 -Azim-

v23

2 years ago

Final Dataset x4 -Azim-

ResizeTo480WithStripe

v15

More-Misalignment

Generated on Apr 27, 2023

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Popular Download Formats

YOLOv11

TXT annotations and YAML config used with YOLOv11.

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.

CreateML JSON

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

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1892 Total Images

View All Images

Dataset Split

Train Set 88%

1656Images

Valid Set 6%

118Images

Test Set 6%

118Images

Preprocessing

Resize: Fit (black edges) in 640x640

Grayscale: Applied

Augmentations

Outputs per training example: 3

Brightness: Between -5% and +5%

Exposure: Between -5% and +5%

Blur: Up to 0.5px

Mosaic: Applied

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