Edit Project

Single Particle Detection

Object Detection

Dataset Versions

Try Pre-Trained Model

2023-12-26 8:20am

Generated on Dec 26, 2023

Download Dataset

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

Choose another format.

119 Total Images

View All Images

Dataset Split

Train Set 91%

108Images

Valid Set 7%

8Images

Test Set 3%

3Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 1440x1440

Augmentations

Outputs per training example: 3

Flip: Horizontal, Vertical

90° Rotate: Clockwise, Counter-Clockwise

Grayscale: Apply to 58% of images

Similar Projects

Annotations

Group:

Single-Particles

Result-of-direct0039.png

1440x1440

2.07MP

Updated Feb 24, 55954

5:44PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 1440x1440

Flip

Horizontal

90° Rotate

Applied

Grayscale

Applied

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "classes": {
        "particle": 2044
    },
    "datasets": [
        "TjvqRiybz9h7Ko7568Lq"
    ],
    "destination": "f9f65a988a406d3ac54e75b1c04f6849",
    "height": 1440,
    "id": "yWCQfmT5tOMiRvfYLR29",
    "label": [],
    "labels": [],
    "name": "Result-of-direct0039.png",
    "numSteps": 5,
    "owner": "s2Xf16ZdSzRZT30uNOdoQtan2rP2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",1440,1440]",
        "flip:[\"horizontal\"]",
        "ninety:[-90]",
        "grayscale"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 1440x1440"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Grayscale",
            "value": "Applied"
        }
    ],
    "source": "yWCQfmT5tOMiRvfYLR29",
    "split": "train",
    "split.TjvqRiybz9h7Ko7568Lq.4": "train",
    "split.TjvqRiybz9h7Ko7568Lq.7": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",1440,1440]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"ninety:[-90]\",\n    \"grayscale\"\n]",
    "updated": 1703575215898,
    "updatedDate": "Feb 24, 55954",
    "updatedTime": "5:44PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "TjvqRiybz9h7Ko7568Lq/4",
        "TjvqRiybz9h7Ko7568Lq/7"
    ],
    "width": 1440
}

Annotation Data

{
    "boxes": [
        {
            "label": "particle",
            "x": 1140.5,
            "y": 846,
            "width": 49,
            "height": 51
        },
        {
            "label": "particle",
            "x": 1123.5,
            "y": 1258.5,
            "width": 50,
            "height": 49
        },
        {
            "label": "particle",
            "x": 1046,
            "y": 1229,
            "width": 62,
            "height": 66
        },
        {
            "label": "particle",
            "x": 833.5,
            "y": 1400,
            "width": 61,
            "height": 51
        },
        {
            "label": "particle",
            "x": 756,
            "y": 1100.5,
            "width": 64,
            "height": 62
        },
        {
            "label": "particle",
            "x": 858.5,
            "y": 1224.5,
            "width": 48,
            "height": 40
        },
        {
            "label": "particle",
            "x": 766,
            "y": 919,
            "width": 50,
            "height": 51
        },
        {
            "label": "particle",
            "x": 858,
            "y": 913.5,
            "width": 47,
            "height": 58
        },
        {
            "label": "particle",
            "x": 800.5,
            "y": 793.5,
            "width": 44,
            "height": 42
        },
        {
            "label": "particle",
            "x": 825,
            "y": 667,
            "width": 40,
            "height": 36
        },
        {
            "label": "particle",
            "x": 968,
            "y": 568,
            "width": 56,
            "height": 60
        },
        {
            "label": "particle",
            "x": 664.5,
            "y": 742,
            "width": 47,
            "height": 32
        },
        {
            "label": "particle",
            "x": 445,
            "y": 1335.5,
            "width": 46,
            "height": 38
        },
        {
            "label": "particle",
            "x": 382.5,
            "y": 992,
            "width": 48,
            "height": 45
        },
        {
            "label": "particle",
            "x": 480,
            "y": 820,
            "width": 43,
            "height": 63
        },
        {
            "label": "particle",
            "x": 478.5,
            "y": 656.5,
            "width": 46,
            "height": 50
        },
        {
            "label": "particle",
            "x": 616,
            "y": 28,
            "width": 38,
            "height": 44
        },
        {
            "label": "particle",
            "x": 509.5,
            "y": 21.5,
            "width": 44,
            "height": 43
        },
        {
            "label": "particle",
            "x": 418,
            "y": 253,
            "width": 90,
            "height": 86
        },
        {
            "label": "particle",
            "x": 316,
            "y": 87,
            "width": 50,
            "height": 45
        },
        {
            "label": "particle",
            "x": 132,
            "y": 19,
            "width": 42,
            "height": 33
        },
        {
            "label": "particle",
            "x": 139.5,
            "y": 410.5,
            "width": 36,
            "height": 42
        },
        {
            "label": "particle",
            "x": 143,
            "y": 463,
            "width": 40,
            "height": 40
        },
        {
            "label": "particle",
            "x": 217.5,
            "y": 489,
            "width": 51,
            "height": 41
        },
        {
            "label": "particle",
            "x": 215,
            "y": 442,
            "width": 46,
            "height": 45
        },
        {
            "label": "particle",
            "x": 173.5,
            "y": 762.5,
            "width": 42,
            "height": 54
        },
        {
            "label": "particle",
            "x": 273.5,
            "y": 1021,
            "width": 35,
            "height": 44
        }
    ],
    "height": 1440,
    "key": "Result of direct0039.png",
    "width": 1440
}

Single Particle Detection

Dataset Versions

2023-12-26 8:20am

Popular Download Formats

119 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Tags

Attributes

Result-of-direct0039.png

Updated Feb 24, 55954

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data