Dataset Versions

Try Pre-Trained Model

2024-03-30 11:20am

v71

9 months ago

Pothole detection -_-

82- pothole 58- alligator

v36

a year ago

66- no cracks included

v71

2024-03-30 11:20am

Generated on Mar 30, 2024

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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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419 Total Images

View All Images

Dataset Split

Train Set 68%

287Images

Valid Set 21%

89Images

Test Set 10%

43Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Modify Classes: 0 remapped, 0 dropped

Augmentations

No augmentations were applied.

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Dataset Versions

2024-03-30 11:20am

Popular Download Formats

419 Total Images

Dataset Split

Preprocessing

Augmentations

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