EquationSolver Image Dataset

2023-02-05 6:04pm

v32

Feb 5, 2023

2023-02-04 10:27pm

2023-02-01 12:16pm

Generated on Feb 1, 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.

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17 Total Images

View All Images

Dataset Split

Train Set 88%

15Images

Valid Set %

0Images

Test Set 12%

2Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3

Rotation: Between -21° and +21°

Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise

Bounding Box: Rotation: Between -15° and +15°

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EquationSolver Image Dataset

2023-02-01 12:16pm

Popular Download Formats

17 Total Images

Dataset Split

Preprocessing

Augmentations

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