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Maize-Tassel Detection

Object Detection

Dataset Versions

Try Pre-Trained Model

2024-08-26 6:00pm

Generated on Aug 26, 2024

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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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416 Total Images

View All Images

Dataset Split

Train Set 91%

378Images

Valid Set 7%

28Images

Test Set 2%

10Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3

Flip: Horizontal

90° Rotate: Clockwise, Counter-Clockwise

Saturation: Between -44% and +44%

Similar Projects

Annotations

Group:

tassels

XAM01_YM_20150802100255_01.jpg

640x640

0.41MP

Updated Jun 2, 56623

3:03AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 640x640

Flip

Horizontal

90° Rotate

Applied

Saturation

42%

Raw Data

Source Data

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    "destination": "ea509aacbcfb08e9e9f2c496cda9f39c",
    "height": 640,
    "id": "K3KuzculFs9zk4Qy5FzO",
    "label": [],
    "labels": [],
    "name": "XAM01_YM_20150802100255_01.jpg",
    "numSteps": 5,
    "owner": "e39cb8LkCKPf93UVjPxBUBoeDzs2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"horizontal\"]",
        "ninety:[0]",
        "saturation:[42]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Saturation",
            "value": "42%"
        }
    ],
    "source": "K3KuzculFs9zk4Qy5FzO",
    "split": "train",
    "split.4VJzYApuPa0VmpbB3obU.2": "train",
    "status": "generated",
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    "updated": 1724695211004,
    "updatedDate": "Jun 2, 56623",
    "updatedTime": "3:03AM",
    "updatedTimezone": "+00:00",
    "user_tags": [],
    "versions": [
        "4VJzYApuPa0VmpbB3obU/2"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "maize",
            "x": 388.5,
            "y": 393.5,
            "width": 64,
            "height": 126
        },
        {
            "label": "maize",
            "x": 437,
            "y": 326,
            "width": 44,
            "height": 88
        },
        {
            "label": "maize",
            "x": 455,
            "y": 577,
            "width": 68,
            "height": 104
        },
        {
            "label": "maize",
            "x": 575.5,
            "y": 449,
            "width": 58,
            "height": 88
        },
        {
            "label": "maize",
            "x": 294.5,
            "y": 583,
            "width": 69,
            "height": 106
        },
        {
            "label": "maize",
            "x": 103.5,
            "y": 563.5,
            "width": 62,
            "height": 106
        },
        {
            "label": "maize",
            "x": 45.5,
            "y": 562.5,
            "width": 40,
            "height": 77
        },
        {
            "label": "maize",
            "x": 179.5,
            "y": 433,
            "width": 63,
            "height": 101
        },
        {
            "label": "maize",
            "x": 299,
            "y": 293,
            "width": 50,
            "height": 83
        },
        {
            "label": "maize",
            "x": 350,
            "y": 248.5,
            "width": 32,
            "height": 64
        },
        {
            "label": "maize",
            "x": 210.5,
            "y": 203,
            "width": 44,
            "height": 74
        },
        {
            "label": "maize",
            "x": 243.5,
            "y": 118,
            "width": 58,
            "height": 75
        },
        {
            "label": "maize",
            "x": 489.5,
            "y": 66,
            "width": 40,
            "height": 78
        },
        {
            "label": "maize",
            "x": 598.5,
            "y": 171,
            "width": 42,
            "height": 56
        },
        {
            "label": "maize",
            "x": 148,
            "y": 144.5,
            "width": 46,
            "height": 66
        },
        {
            "label": "maize",
            "x": 97,
            "y": 195,
            "width": 53,
            "height": 88
        },
        {
            "label": "maize",
            "x": 70.5,
            "y": 269,
            "width": 46,
            "height": 88
        },
        {
            "label": "maize",
            "x": 73,
            "y": 62.5,
            "width": 44,
            "height": 64
        },
        {
            "label": "maize",
            "x": 222,
            "y": 35,
            "width": 36,
            "height": 64
        },
        {
            "label": "maize",
            "x": 352.5,
            "y": 92,
            "width": 36,
            "height": 75
        },
        {
            "label": "maize",
            "x": 385.5,
            "y": 76.5,
            "width": 34,
            "height": 70
        },
        {
            "label": "maize",
            "x": 312,
            "y": 35.5,
            "width": 33,
            "height": 52
        },
        {
            "label": "maize",
            "x": 278,
            "y": 49.5,
            "width": 50,
            "height": 64
        },
        {
            "label": "maize",
            "x": 512,
            "y": 234.5,
            "width": 59,
            "height": 77
        },
        {
            "label": "maize",
            "x": 560.5,
            "y": 55.5,
            "width": 34,
            "height": 82
        },
        {
            "label": "maize",
            "x": 591,
            "y": 108,
            "width": 26,
            "height": 58
        },
        {
            "label": "maize",
            "x": 624,
            "y": 28.5,
            "width": 26,
            "height": 49
        }
    ],
    "height": 640,
    "key": "XAM01_YM_20150802100255_01.jpg",
    "width": 640
}

Maize-Tassel Detection

Dataset Versions

2024-08-26 6:00pm

Popular Download Formats

416 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Tags

Attributes

XAM01_YM_20150802100255_01.jpg

Updated Jun 2, 56623

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data