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Rocks Ditection With IA

Object Detection

Dataset Versions

Try Pre-Trained Model

2023-02-25 4:59pm

2 years ago

2023-02-25 4:59pm

Generated on Feb 25, 2023

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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.

Other Formats

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65 Total Images

View All Images

Dataset Split

Train Set 83%

54Images

Valid Set 11%

7Images

Test Set 6%

4Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3

Flip: Horizontal

Grayscale: Apply to 25% of images

Similar Projects

Annotations

Group: Rocks

Rocks

Attributes

maxresdefault-1-.jpg

640x640

0.41MP

Updated Oct 25, 55122

1:55PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 640x640

Flip

Horizontal

Grayscale

Applied

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "VbzDzUOqsX4u4mVdiZgn"
    ],
    "destination": "51c64377421bea1b1eea85c8b28bb792",
    "height": 640,
    "id": "ivMpAR4AVHO3bXwf2ESB",
    "label": [],
    "labels": [],
    "name": "maxresdefault-1-.jpg",
    "numSteps": 4,
    "owner": "njC2WhX6g0PI3zAFaffOx2YPUaI3",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"horizontal\"]",
        "grayscale"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Grayscale",
            "value": "Applied"
        }
    ],
    "source": "ivMpAR4AVHO3bXwf2ESB",
    "split": "train",
    "split.VbzDzUOqsX4u4mVdiZgn.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"grayscale\"\n]",
    "updated": 1677340792511,
    "updatedDate": "Oct 25, 55122",
    "updatedTime": "1:55PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "VbzDzUOqsX4u4mVdiZgn/1"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "Rocks",
            "x": 252,
            "y": 300.5,
            "width": 316,
            "height": 397
        }
    ],
    "height": 640,
    "key": "maxresdefault (1).jpg",
    "width": 640
}

Rocks Ditection With IA

Dataset Versions

2023-02-25 4:59pm

Popular Download Formats

65 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Attributes

maxresdefault-1-.jpg

Updated Oct 25, 55122

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data