Dataset Versions

all four

3 years ago

all four

Generated on Mar 17, 2022

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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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453 Total Images

View All Images

Dataset Split

Train Set 87%

396Images

Valid Set 8%

37Images

Test Set 4%

20Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3

Flip: Horizontal, Vertical

Brightness: Between -3% and +3%

Blur: Up to 1.75px

Similar Projects

Annotations

Group:

pills

DSC01960.JPG

416x416

0.17MP

Updated Jan 27, 54179

4:12AM

GMT+00:00

Generated by Roboflow

Validation Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 416x416

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "vFZRq6L3171SzXjx1ezJ"
    ],
    "destination": "3d4e633fc4f5a38bb4feebe8833e3bc8",
    "height": 416,
    "id": "0XVBPGKvIPpvTkFkWJ1T",
    "label": [],
    "labels": [],
    "name": "DSC01960.JPG",
    "numSteps": 2,
    "owner": "mBVgkZhrDVdrp8Eb69siAlwFYZA2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",416,416]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 416x416"
        }
    ],
    "source": "0XVBPGKvIPpvTkFkWJ1T",
    "split": "valid",
    "split.vFZRq6L3171SzXjx1ezJ.1": "valid",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",416,416]\"\n]",
    "updated": 1647559195922,
    "updatedDate": "Jan 27, 54179",
    "updatedTime": "4:12AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "vFZRq6L3171SzXjx1ezJ/1"
    ],
    "width": 416
}

Annotation Data

{
    "boxes": [
        {
            "label": "tylenol",
            "x": 126.5,
            "y": 139.5,
            "width": 39,
            "height": 39
        },
        {
            "label": "advil",
            "x": 294,
            "y": 145.5,
            "width": 48.5,
            "height": 31
        },
        {
            "label": "motion",
            "x": 247,
            "y": 246,
            "width": 25.5,
            "height": 27
        }
    ],
    "height": 416,
    "key": "DSC01960.JPG",
    "width": 416
}

All Four

Dataset Versions

all four

Popular Download Formats

453 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

DSC01960.JPG

Updated Jan 27, 54179

Generated by Roboflow

Validation Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data