Dataset Versions

valid_with_augmentation2

3 years ago

valid_with_augmentation2

Generated on Nov 5, 2021

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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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459 Total Images

View All Images

Dataset Split

Train Set 100%

459Images

Valid Set %

0Images

Test Set %

0Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3

Saturation: Between -48% and +48%

Brightness: Between -25% and +25%

Exposure: Between -50% and +50%

Blur: Up to 13.25px

Bounding Box: Flip: Horizontal, Vertical

Bounding Box: Crop: 0% Minimum Zoom, 31% Maximum Zoom

Similar Projects

Annotations

Group:

Drone

Image289.jpg

1920x1080

2.07MP

Updated Sep 23, 53816

7:42AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Crop

Applied Per Bounding Box

Flip

Applied Per Bounding Box

Saturation

-7%

Brightness

-25%

Exposure

42%

Blur

5px

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "kbINPcu1MOx7DH02DYuj"
    ],
    "destination": "20e714b1ff5aaef6e2154b85481d34a7",
    "height": 1080,
    "id": "0RF2xc8LhrTSn9t3oULd",
    "label": [],
    "labels": [],
    "name": "Image289.jpg",
    "numSteps": 6,
    "owner": "vWiSBPzQrmUUHH6bHh4Z",
    "preprocessing": [
        "crop:[[76,0.492947,0.408958]]",
        "flip:[[\"vertical\"]]",
        "saturation:[-7]",
        "brightness:[-25]",
        "exposure:[42]",
        "blur:[5]"
    ],
    "preprocessingParsed": [
        {
            "name": "Crop",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Flip",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Saturation",
            "value": "-7%"
        },
        {
            "name": "Brightness",
            "value": "-25%"
        },
        {
            "name": "Exposure",
            "value": "42%"
        },
        {
            "name": "Blur",
            "value": "5px"
        }
    ],
    "source": "0RF2xc8LhrTSn9t3oULd",
    "split": "train",
    "split.kbINPcu1MOx7DH02DYuj.2": "train",
    "status": "generated",
    "transforms": "[\n    \"crop:[[76,0.492947,0.408958]]\",\n    \"flip:[[\\\"vertical\\\"]]\",\n    \"saturation:[-7]\",\n    \"brightness:[-25]\",\n    \"exposure:[42]\",\n    \"blur:[5]\"\n]",
    "updated": 1636124686924,
    "updatedDate": "Sep 23, 53816",
    "updatedTime": "7:42AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "kbINPcu1MOx7DH02DYuj/2"
    ],
    "width": 1920
}

Annotation Data

{
    "boxes": [
        {
            "label": "0",
            "x": 932,
            "y": 542,
            "width": 40,
            "height": 20
        }
    ],
    "height": 1080,
    "key": "Image289_jpg.rf.1f6b8b2511717cc81d457d8f702b7781.jpg",
    "width": 1920
}

one_class_valid2

Dataset Versions

valid_with_augmentation2

Popular Download Formats

459 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Tags

Attributes

Image289.jpg

Updated Sep 23, 53816

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data