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Forest Fire Detection Dataset 2

Object Detection

Dataset Versions

Try Pre-Trained Model

2022-11-15 11:49pm

2 years ago

2022-11-15 11:49pm

Generated on Nov 15, 2022

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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.

Other Formats

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4291 Total Images

View All Images

Dataset Split

Train Set 70%

3007Images

Valid Set 20%

856Images

Test Set 10%

428Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Modify Classes: 3 remapped, 0 dropped

Augmentations

No augmentations were applied.

Similar Projects

Annotations

Group: fire-smoke

Fire

Unused Classes

1 Fire

Smoke

fire

smoke

Attributes

new_fire_fire-291.png

640x640

0.41MP

Updated Mar 18, 54844

10:27AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 640x640

Modify Classes

Applied

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "KLjdH18VYD6AtTN0PZdX"
    ],
    "destination": "a12856aebbd2149bf5ab952b7df445a4",
    "height": 640,
    "id": "w0psHO3R0FQ0jkcNS4VJ",
    "label": [],
    "labels": [],
    "name": "new_fire_fire-291.png",
    "numSteps": 3,
    "owner": "HdxVpufkv9ytu4MFdYg9",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "remap:[\"ba1d18c9705aa2895e9918ad57973d73\"]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Modify Classes",
            "value": "Applied"
        }
    ],
    "source": "w0psHO3R0FQ0jkcNS4VJ",
    "split": "train",
    "split.KLjdH18VYD6AtTN0PZdX.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"remap:[\\\"ba1d18c9705aa2895e9918ad57973d73\\\"]\"\n]",
    "updated": 1668548975251,
    "updatedDate": "Mar 18, 54844",
    "updatedTime": "10:27AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "KLjdH18VYD6AtTN0PZdX/1"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "Fire",
            "x": 361.5,
            "y": 307,
            "width": 540,
            "height": 399.5
        }
    ],
    "height": 640,
    "key": "new_fire_fire.291.jpg",
    "width": 640
}

Forest Fire Detection Dataset 2

Dataset Versions

2022-11-15 11:49pm

Popular Download Formats

4291 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Attributes

new_fire_fire-291.png

Updated Mar 18, 54844

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data