Dataset Versions

2024-10-14 10:40pm

Generated on Oct 14, 2024

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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.

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1193 Total Images

View All Images

Dataset Split

Train Set 94%

1119Images

Valid Set 5%

56Images

Test Set 2%

18Images

Preprocessing

Auto-Orient: Applied

Resize: Fit (black edges) in 640x640

Augmentations

Outputs per training example: 3

Noise: Up to 1.45% of pixels

Bounding Box: Shear: ±6° Horizontal, ±2° Vertical

Bounding Box: Blur: Up to 1.6px

Similar Projects

Annotations

Group:

Sats

CLASSES

LAYERS

Antenna

Payload

Satellite Body

Sats

Solar Panels

nasa-s_europa_clipper_mission_animations_-updated_april-_2024-2160p-_mp4-0139.jpg

640x640

0.41MP

Updated Feb 9, 56758

5:57AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient	Applied
Resize	Fit (black edges) in 640x640

Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Antenna": 658,
        "Payload": 254,
        "Satellite Body": 532,
        "Sats": 514,
        "Solar Panels": 1001
    },
    "datasets": [
        "NgS1RQcCLetKMZ3VzEQ4"
    ],
    "destination": "e3a31a35ad7646844c8e8c1f8f531904",
    "height": 640,
    "id": "aTcL1cccF8InXP64CXWr",
    "label": [],
    "labels": [],
    "name": "nasa-s_europa_clipper_mission_animations_-updated_april-_2024-2160p-_mp4-0139.jpg",
    "numSteps": 2,
    "owner": "h5fVRniKKUgnD371AUvufhklLmk1",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Fit (black edges) in\",640,640]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Fit (black edges) in 640x640"
        }
    ],
    "source": "aTcL1cccF8InXP64CXWr",
    "split": "train",
    "split.NgS1RQcCLetKMZ3VzEQ4.7": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Fit (black edges) in\\\",640,640]\"\n]",
    "updated": 1728945669459,
    "updatedDate": "Feb 9, 56758",
    "updatedTime": "5:57AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "NgS1RQcCLetKMZ3VzEQ4/7"
    ],
    "width": 640
}

{
    "boxes": [
        {
            "id": "1",
            "label": "Sats",
            "x": 247,
            "y": 309,
            "width": 89,
            "height": 271
        },
        {
            "id": "2",
            "label": "Solar Panels",
            "x": 262,
            "y": 382,
            "width": 60,
            "height": 125
        },
        {
            "id": "3",
            "label": "Solar Panels",
            "x": 233,
            "y": 231,
            "width": 56,
            "height": 116
        },
        {
            "id": "4",
            "label": "Satellite Body",
            "x": 246,
            "y": 303,
            "width": 41,
            "height": 22
        },
        {
            "id": "5",
            "label": "Antenna",
            "x": 253,
            "y": 315,
            "width": 23,
            "height": 9
        },
        {
            "id": "6",
            "label": "Payload",
            "x": 239,
            "y": 304,
            "width": 12,
            "height": 20
        },
        {
            "id": "7",
            "label": "Payload",
            "x": 258,
            "y": 301,
            "width": 15,
            "height": 19
        }
    ],
    "height": 640,
    "key": "nasa's_europa_clipper_mission_animations_(updated_april,_2024) (2160p)_mp4-0139.jpg",
    "width": 640
}

TLOD