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Palm oil plantation annotation

Object Detection

Dataset Versions

Try Pre-Trained Model

2023-08-09 9:33am

Generated on Aug 9, 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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5275 Total Images

View All Images

Dataset Split

Train Set 89%

4688Images

Valid Set 11%

587Images

Test Set %

0Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2

Flip: Vertical

Noise: Up to 5% of pixels

Bounding Box: Brightness: Between -15% and +15%

Bounding Box: Exposure: Between -15% and +15%

Similar Projects

Annotations

Group:

Palm-oil

IMG_0392.JPG

640x640

0.41MP

Updated Dec 2, 55572

6:12PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 640x640

Brightness

Applied Per Bounding Box

Exposure

Applied Per Bounding Box

Noise

0.25%

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "classes": {
        "Bad Fruit": 24,
        "Good Fruit": 9363,
        "Palm Tree": 1996
    },
    "datasets": [
        "LYyfdGyjoG9SNCD4HshU"
    ],
    "destination": "0e7f6a47fd60f30c1053cffb58ed2916",
    "height": 640,
    "id": "ksFLj988rG2SIZEAfBRd",
    "label": [],
    "labels": [],
    "name": "IMG_0392.JPG",
    "numSteps": 5,
    "owner": "WkcSOXjc5HVJBQNfQ0qtoUjgEbn1",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "brightness:[[-10],[9],[-6],[15],[10]]",
        "exposure:[[-7],[-4],[12],[11],[0]]",
        "noise:[0.25,447395]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Brightness",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Exposure",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Noise",
            "value": "0.25%"
        }
    ],
    "source": "ksFLj988rG2SIZEAfBRd",
    "split": "train",
    "split.LYyfdGyjoG9SNCD4HshU.3": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"brightness:[[-10],[9],[-6],[15],[10]]\",\n    \"exposure:[[-7],[-4],[12],[11],[0]]\",\n    \"noise:[0.25,447395]\"\n]",
    "updated": 1691544795156,
    "updatedDate": "Dec 2, 55572",
    "updatedTime": "6:12PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "LYyfdGyjoG9SNCD4HshU/3"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "Good Fruit",
            "x": 201,
            "y": 297.5,
            "width": 18.25,
            "height": 12.875
        },
        {
            "label": "Good Fruit",
            "x": 271.5,
            "y": 332.5,
            "width": 17,
            "height": 11
        },
        {
            "label": "Good Fruit",
            "x": 368.5,
            "y": 378.5,
            "width": 18.875,
            "height": 10.875
        },
        {
            "label": "Good Fruit",
            "x": 363,
            "y": 414.5,
            "width": 17.75,
            "height": 16
        },
        {
            "label": "Good Fruit",
            "x": 375.5,
            "y": 444,
            "width": 13.125,
            "height": 18
        }
    ],
    "height": 640,
    "key": "IMG_0392.JPG",
    "width": 640
}

Palm oil plantation annotation

Dataset Versions

2023-08-09 9:33am

Popular Download Formats

5275 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

IMG_0392.JPG

Updated Dec 2, 55572

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data