Dataset Versions

2024-03-08 4:28pm

Generated on Mar 8, 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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399 Total Images

View All Images

Dataset Split

Train Set 70%

279Images

Valid Set 20%

80Images

Test Set 10%

40Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

No augmentations were applied.

Similar Projects

Annotations

Group: pothole_segmentation

sinkhole

Unused Classes

coin

laser

pothole

water

Attributes

000-268-.jpg

640x640

0.41MP

Updated Mar 22, 2024

5:12AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient	Applied
Resize	Stretch to 640x640

Raw Data

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        "bottom": 412,
        "water": 63
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    "updated": {
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    "updatedTime": "5:12AM",
    "updatedTimezone": "+00:00",
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yolo_v8_segmentation