Dataset Versions

2023-03-21 1:21pm

Generated on Mar 21, 2023

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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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1555 Total Images

View All Images

Dataset Split

Train Set 96%

1492Images

Valid Set 4%

63Images

Test Set %

0Images

Preprocessing

Resize: Stretch to 1024x1024

Augmentations

Outputs per training example: 1

Crop: 40% Minimum Zoom, 80% Maximum Zoom

Similar Projects

Annotations

Group:

dumping-sites

1242.jpg

1024x1024

1.05MP

Updated Mar 24, 55188

11:33AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Crop

Keep 41%
Centered on 79%, 96%

Resize

Stretch to 1024x1024

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "CygVji9dYCd7K6TW8pa5"
    ],
    "destination": "a12be93be82e731b1462c4e071de0854",
    "height": 1024,
    "id": "mqwRPrKltxwkng8FyjUs",
    "label": [],
    "labels": [],
    "name": "1242.jpg",
    "numSteps": 2,
    "owner": "9MXoP4KACbgd5v7vdRqrjavbb6x1",
    "preprocessing": [
        "crop:[41,0.787368,0.964951]",
        "resize:[\"Stretch to\",1024,1024]"
    ],
    "preprocessingParsed": [
        {
            "name": "Crop",
            "value": "Keep 41%<br />Centered on 79%, 96%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 1024x1024"
        }
    ],
    "source": "mqwRPrKltxwkng8FyjUs",
    "split": "train",
    "split.CygVji9dYCd7K6TW8pa5.6": "train",
    "status": "generated",
    "transforms": "[\n    \"crop:[41,0.787368,0.964951]\",\n    \"resize:[\\\"Stretch to\\\",1024,1024]\"\n]",
    "updated": 1679405052836,
    "updatedDate": "Mar 24, 55188",
    "updatedTime": "11:33AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "CygVji9dYCd7K6TW8pa5/6"
    ],
    "width": 1024
}

Annotation Data

{
    "boxes": [
        {
            "type": "polygon",
            "label": "dumping-sites",
            "x": 227.555767,
            "y": 256.0068565,
            "width": 74.46920399999999,
            "height": 233.752409,
            "points": [
                [
                    195.092394,
                    140.959059
                ],
                [
                    190.321165,
                    372.883061
                ],
                [
                    264.790369,
                    369.08601
                ],
                [
                    259.313676,
                    139.130652
                ],
                [
                    195.092394,
                    140.959059
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "dumping-sites",
            "x": 340.937788,
            "y": 355.98595950000004,
            "width": 64.98099000000002,
            "height": 111.62742099999997,
            "points": [
                [
                    327.381839,
                    300.172249
                ],
                [
                    308.447293,
                    402.161826
                ],
                [
                    354.307508,
                    411.79967
                ],
                [
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                    312.382798
                ],
                [
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                    300.172249
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "dumping-sites",
            "x": 454.472581,
            "y": 535.1622775,
            "width": 105.28637400000002,
            "height": 297.262267,
            "points": [
                [
                    462.624688,
                    683.793411
                ],
                [
                    507.115768,
                    416.287711
                ],
                [
                    437.427419,
                    386.531144
                ],
                [
                    401.829394,
                    650.316937
                ],
                [
                    462.624688,
                    683.793411
                ]
            ]
        }
    ],
    "height": 1024,
    "key": "1242.jpg",
    "width": 1024
}

Aerial-Dumping-Sites