chardetectx Image Dataset

Try Pre-Trained Model

2023-08-19 1:35pm

v33

Aug 19, 2023

v33

2023-08-19 1:35pm

Generated on Aug 19, 2023

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Popular Download Formats

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.

MT-YOLOv6

MT-YOLOv6 TXT annotations used with meituan/YOLOv6.

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.

CreateML JSON

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

Other Formats

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917 Total Images

View All Images

Dataset Split

Train Set 84%

766Images

Valid Set 15%

133Images

Test Set 2%

18Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2

Rotation: Between -3° and +3°

Shear: ±3° Horizontal, ±3° Vertical

Exposure: Between -10% and +10%

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