Dataset Versions

2022-05-22 6:09pm

v1

2022-05-22 6:09pm

Generated on May 22, 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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933 Total Images

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Dataset Split

Train Set 69%

642Images

Valid Set 21%

195Images

Test Set 10%

96Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 416x416

Augmentations

No augmentations were applied.

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OD

Annotate

4 / 12

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train

Labels

Attributes

Raw Data

Annotations

Group:

Object

CLASSES

LAYERS

pencil cutter

1

Unused Classes

eraser

fork

laptop

mask

mobile phone

mouse

pen

pencil

phone charger

scissor

spoon

Tags

No Tags Applied

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Attributes

WhatsApp-Image-2022-05-01-at-12-50-17-AM--2-.jpeg

416x416

0.17MP

Updated Jul 23, 54358

4:59AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient	Applied
Resize	Stretch to 416x416

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "datasets": [
        "fT0Mqh4R98liRALBbJ2z"
    ],
    "destination": "f8acbfaac516554ae459681d8102dec6",
    "height": 416,
    "id": "szzDW6I70VrDhHlGzVXt",
    "label": [],
    "labels": [],
    "name": "WhatsApp-Image-2022-05-01-at-12-50-17-AM--2-.jpeg",
    "numSteps": 2,
    "owner": "cYcddBHDQZbqRXZqu3p2O8hpyMY2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",416,416]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 416x416"
        }
    ],
    "source": "szzDW6I70VrDhHlGzVXt",
    "split": "train",
    "split.fT0Mqh4R98liRALBbJ2z.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",416,416]\"\n]",
    "updated": 1653223150767,
    "updatedDate": "Jul 23, 54358",
    "updatedTime": "4:59AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "fT0Mqh4R98liRALBbJ2z/1"
    ],
    "width": 416
}

{
    "boxes": [
        {
            "label": "pencil cutter",
            "x": 179,
            "y": 238,
            "width": 160.5,
            "height": 68.5
        }
    ],
    "height": 416,
    "key": "WhatsApp Image 2022-05-01 at 12.50.17 AM (2)",
    "width": 416
}

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