bridge Image Dataset

Try Pre-Trained Model

2022-08-30 8:35pm

v41

Aug 30, 2022

2022-08-30 7:33pm

v40

Aug 30, 2022

Successful Augmentations

v39

Aug 30, 2022

Re-Mapping Successful

v38

Aug 30, 2022

No Pre-Procs- Successful Generation

2022-08-14 11:59am

Generated on Aug 14, 2022

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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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4179 Total Images

View All Images

Dataset Split

Train Set 88%

3660Images

Valid Set 8%

322Images

Test Set 5%

197Images

Preprocessing

Auto-Orient: Applied

Isolate Objects: Applied

Resize: Stretch to 416x416

Auto-Adjust Contrast: Using Adaptive Equalization

Grayscale: Applied

Augmentations

Outputs per training example: 3

Flip: Horizontal

Hue: Between -25° and +25°

Saturation: Between -25% and +25%

Brightness: Between -20% and +20%

Exposure: Between -6% and +6%

Blur: Up to 1px

Noise: Up to 5% of pixels

Mosaic: Applied

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