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GEOK_SMART_WEED_DETECTION

Object Detection

Dataset Versions

2023-09-26 11:54am

2 years ago

2023-09-26 11:54am

Generated on Sep 26, 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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111 Total Images

View All Images

Dataset Split

Train Set 100%

111Images

Valid Set %

0Images

Test Set %

0Images

Preprocessing

No preprocessing steps were applied.

Augmentations

No augmentations were applied.

Similar Projects

Annotations

Group:

salad and weed

frame_0048.jpg

1280x1280

1.64MP

Updated Apr 18, 55705

5:01AM

GMT+00:00

Generated by Roboflow

Training Set

Raw Data

Source Data

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    "numSteps": 0,
    "owner": "Sb8TAsiLVJZRXz4bmg36WxR2zVy2",
    "preprocessing": [],
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    "split": "train",
    "split.NFrkbfBV7bEcBhXaapGW.2": "train",
    "status": "generated",
    "transforms": "[]",
    "updated": 1695722101279,
    "updatedDate": "Apr 18, 55705",
    "updatedTime": "5:01AM",
    "updatedTimezone": "+00:00",
    "versions": [
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}

Annotation Data

{
    "boxes": [
        {
            "label": "salad",
            "x": 141.34,
            "y": 162.62,
            "width": 97.27,
            "height": 173.26
        },
        {
            "label": "salad",
            "x": 139.82,
            "y": 510.66,
            "width": 124.63,
            "height": 227.98
        },
        {
            "label": "salad",
            "x": 110.95,
            "y": 1118.6,
            "width": 118.55,
            "height": 215.82
        },
        {
            "label": "salad",
            "x": 461.27,
            "y": 1126.96,
            "width": 113.99,
            "height": 199.1
        },
        {
            "label": "salad",
            "x": 450.63,
            "y": 656.57,
            "width": 117.03,
            "height": 197.58
        },
        {
            "label": "salad",
            "x": 474.95,
            "y": 287.25,
            "width": 92.71,
            "height": 167.18
        },
        {
            "label": "salad",
            "x": 819.19,
            "y": 108.67,
            "width": 106.39,
            "height": 138.31
        },
        {
            "label": "salad",
            "x": 788.79,
            "y": 448.35,
            "width": 121.59,
            "height": 161.1
        },
        {
            "label": "salad",
            "x": 813.11,
            "y": 807.03,
            "width": 72.95,
            "height": 133.75
        },
        {
            "label": "salad",
            "x": 819.19,
            "y": 1155.83,
            "width": 97.27,
            "height": 165.66
        },
        {
            "label": "weed",
            "x": 158.82,
            "y": 330.56,
            "width": 80.55,
            "height": 165.66
        },
        {
            "label": "weed",
            "x": 224.94,
            "y": 258.37,
            "width": 30.4,
            "height": 57.75
        },
        {
            "label": "weed",
            "x": 174.78,
            "y": 626.93,
            "width": 79.03,
            "height": 144.38
        },
        {
            "label": "weed",
            "x": 160.34,
            "y": 769.04,
            "width": 47.11,
            "height": 121.59
        },
        {
            "label": "weed",
            "x": 123.87,
            "y": 761.44,
            "width": 25.84,
            "height": 42.56
        },
        {
            "label": "weed",
            "x": 158.06,
            "y": 929.38,
            "width": 45.6,
            "height": 86.63
        },
        {
            "label": "weed",
            "x": 165.66,
            "y": 1054.77,
            "width": 33.44,
            "height": 48.63
        },
        {
            "label": "weed",
            "x": 168.7,
            "y": 1259.33,
            "width": 39.52,
            "height": 41.33
        },
        {
            "label": "weed",
            "x": 217.34,
            "y": 1260.09,
            "width": 36.48,
            "height": 39.81
        },
        {
            "label": "weed",
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            "y": 1265.41,
            "width": 69.91,
            "height": 29.18
        },
        {
            "label": "weed",
            "x": 455.19,
            "y": 814.63,
            "width": 71.43,
            "height": 100.31
        },
        {
            "label": "weed",
            "x": 509.9,
            "y": 907.34,
            "width": 53.19,
            "height": 158.06
        },
        {
            "label": "weed",
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            "y": 785,
            "width": 44.08,
            "height": 62.31
        },
        {
            "label": "weed",
            "x": 433.15,
            "y": 974.21,
            "width": 48.63,
            "height": 66.87
        },
        {
            "label": "weed",
            "x": 470.39,
            "y": 981.05,
            "width": 31.92,
            "height": 129.19
        },
        {
            "label": "weed",
            "x": 469.63,
            "y": 407.32,
            "width": 57.75,
            "height": 66.87
        },
        {
            "label": "weed",
            "x": 525.86,
            "y": 433.91,
            "width": 45.6,
            "height": 98.79
        },
        {
            "label": "weed",
            "x": 466.59,
            "y": 506.11,
            "width": 45.6,
            "height": 112.47
        },
        {
            "label": "weed",
            "x": 506.11,
            "y": 502.31,
            "width": 24.32,
            "height": 34.96
        },
        {
            "label": "weed",
            "x": 523.58,
            "y": 645.93,
            "width": 62.31,
            "height": 237.09
        },
        {
            "label": "weed",
            "x": 522.06,
            "y": 98.03,
            "width": 38,
            "height": 41.04
        },
        {
            "label": "weed",
            "x": 441.51,
            "y": 118.55,
            "width": 22.8,
            "height": 24.32
        },
        {
            "label": "weed",
            "x": 484.83,
            "y": 129.19,
            "width": 42.56,
            "height": 151.98
        },
        {
            "label": "weed",
            "x": 525.1,
            "y": 205.94,
            "width": 41.04,
            "height": 31.92
        },
        {
            "label": "weed",
            "x": 454.43,
            "y": 175.54,
            "width": 24.32,
            "height": 56.23
        },
        {
            "label": "weed",
            "x": 489.39,
            "y": 48.63,
            "width": 51.67,
            "height": 33.44
        },
        {
            "label": "weed",
            "x": 222.66,
            "y": 41.8,
            "width": 38,
            "height": 47.11
        },
        {
            "label": "weed",
            "x": 759.16,
            "y": 36.48,
            "width": 68.39,
            "height": 72.95
        },
        {
            "label": "weed",
            "x": 845.79,
            "y": 34.96,
            "width": 41.04,
            "height": 45.6
        },
        {
            "label": "weed",
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            "y": 224.94,
            "width": 39.52,
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        },
        {
            "label": "weed",
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            "y": 277.37,
            "width": 51.67,
            "height": 47.11
        },
        {
            "label": "weed",
            "x": 782.72,
            "y": 301.69,
            "width": 39.52,
            "height": 80.55
        },
        {
            "label": "weed",
            "x": 851.87,
            "y": 346.52,
            "width": 56.23,
            "height": 45.6
        },
        {
            "label": "weed",
            "x": 866.31,
            "y": 444.55,
            "width": 45.6,
            "height": 38
        },
        {
            "label": "weed",
            "x": 884.54,
            "y": 553.98,
            "width": 51.67,
            "height": 47.11
        },
        {
            "label": "weed",
            "x": 848.83,
            "y": 576.02,
            "width": 34.96,
            "height": 48.63
        },
        {
            "label": "weed",
            "x": 892.9,
            "y": 696.08,
            "width": 38,
            "height": 57.75
        },
        {
            "label": "weed",
            "x": 848.83,
            "y": 686.97,
            "width": 71.43,
            "height": 75.99
        },
        {
            "label": "weed",
            "x": 903.54,
            "y": 874.67,
            "width": 41.04,
            "height": 41.04
        },
        {
            "label": "weed",
            "x": 875.43,
            "y": 796.39,
            "width": 39.52,
            "height": 51.67
        },
        {
            "label": "weed",
            "x": 850.35,
            "y": 939.26,
            "width": 65.35,
            "height": 72.95
        },
        {
            "label": "weed",
            "x": 851.11,
            "y": 1007.65,
            "width": 36.48,
            "height": 30.4
        },
        {
            "label": "weed",
            "x": 848.83,
            "y": 1057.81,
            "width": 34.96,
            "height": 45.6
        },
        {
            "label": "weed",
            "x": 776.64,
            "y": 603.37,
            "width": 51.67,
            "height": 75.99
        }
    ],
    "height": 1280,
    "key": "frame_0048.jpg",
    "width": 1280
}

GEOK_SMART_WEED_DETECTION

Dataset Versions

2023-09-26 11:54am

Popular Download Formats

111 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Tags

Attributes

frame_0048.jpg

Updated Apr 18, 55705

Generated by Roboflow

Training Set

Annotation History

Raw Data

Source Data

Annotation Data