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

v68

2023-11-21 3:19pm

Generated on Nov 21, 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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327 Total Images

View All Images

Dataset Split

Train Set 68%

223Images

Valid Set 22%

71Images

Test Set 10%

33Images

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

2023-11-21 3:19pm

Popular Download Formats

327 Total Images

Dataset Split

Preprocessing

Augmentations

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