Forest_Fire_Detection

Object Detection

Dataset Versions

Try Pre-Trained Model

2024-01-24 4:31pm

2024-01-13 9:02am

v1

2024-01-13 9:02am

Generated on Jan 13, 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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185 Total Images

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Dataset Split

Train Set 70%

130Images

Valid Set 20%

37Images

Test Set 10%

18Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

No augmentations were applied.

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Forest_Fire_Detection

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train

Labels

Attributes

Raw Data

Annotations

Group: Fire

Unused Classes

Fire

Attributes

09212023_tzr_tzr_135233.jpg

640x640

0.41MP

Updated Dec 20, 56033

9:18AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient	Applied
Resize	Stretch to 640x640

Annotation History

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Raw Data

Source Data

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Annotation Data

{
    "boxes": [],
    "height": 640,
    "key": "09212023_tzr_tzr_135233.jpg",
    "width": 640
}

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