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Halictus tripartitus

Object Detection

Dataset Versions

2024-06-12 7:53am

10 months ago

2024-06-12 7:53am

Generated on Jun 12, 2024

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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.

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2281 Total Images

View All Images

Dataset Split

Train Set 87%

1995Images

Valid Set 8%

191Images

Test Set 4%

95Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3

Blur: Up to 1px

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

Similar Projects

Annotations

Group:

Halictustripartitus

Halictus_tripartitus_4729.jpg

640x640

0.41MP

Updated Apr 17, 56416

3:36PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 640x640

Brightness

Applied Per Bounding Box

Blur

0.5px

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "kXiDTo9wlLaJQxLFLarQ"
    ],
    "destination": "b15de0a295f1e60be580897e8de5b5f6",
    "height": 640,
    "id": "DBR7KGYVGQ4UQ6hn7cRs",
    "label": [],
    "labels": [],
    "name": "Halictus_tripartitus_4729.jpg",
    "numSteps": 4,
    "owner": "fX23dyeR4VF21ZbJ6Ly4",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "brightness:[[-11]]",
        "blur:[0.5]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Brightness",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Blur",
            "value": "0.5px"
        }
    ],
    "source": "DBR7KGYVGQ4UQ6hn7cRs",
    "split": "train",
    "split.kXiDTo9wlLaJQxLFLarQ.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"brightness:[[-11]]\",\n    \"blur:[0.5]\"\n]",
    "updated": 1718159096218,
    "updatedDate": "Apr 17, 56416",
    "updatedTime": "3:36PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "kXiDTo9wlLaJQxLFLarQ/1"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "Halictustripartitus",
            "x": 320,
            "y": 308,
            "width": 169.75,
            "height": 124
        }
    ],
    "height": 640,
    "key": "Halictus_tripartitus_4729.jpg",
    "width": 640
}

Halictus tripartitus

Dataset Versions

2024-06-12 7:53am

Popular Download Formats

2281 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Tags

Attributes

Halictus_tripartitus_4729.jpg

Updated Apr 17, 56416

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data