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Trial1_hands-eyes-face-cigarette-phones

Object Detection

Dataset Versions

Try Pre-Trained Model

2023-03-13 2:41pm

Generated on Mar 13, 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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2356 Total Images

View All Images

Dataset Split

Train Set 70%

1659Images

Valid Set 20%

476Images

Test Set 9%

221Images

Preprocessing

Auto-Orient: Applied

Augmentations

No augmentations were applied.

Similar Projects

Annotations

Group:

hands-eyes-face-cigarette-phones

20230106132346_photo_1016.jpg

1920x1080

2.07MP

Updated Jul 24, 55165

4:51AM

GMT+00:00

Generated by Roboflow

Training Set

Raw Data

Source Data

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    "camera": "Generated by Roboflow",
    "datasets": [
        "MxPAVO3OwrUz0BkC7KuX"
    ],
    "destination": "f39e91f7ad1017ac9ba0c7ac72104b3f",
    "height": 1080,
    "id": "QTfllA6Inp1FDtQCTsX7",
    "label": [],
    "labels": [],
    "name": "20230106132346_photo_1016.jpg",
    "numSteps": 1,
    "owner": "AAcE0DDAFKcd9VF5TvDmAkDKbwz1",
    "preprocessing": [
        "auto-orient"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        }
    ],
    "source": "QTfllA6Inp1FDtQCTsX7",
    "split": "train",
    "split.MxPAVO3OwrUz0BkC7KuX.2": "train",
    "split.MxPAVO3OwrUz0BkC7KuX.3": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\"\n]",
    "updated": 1678689723105,
    "updatedDate": "Jul 24, 55165",
    "updatedTime": "4:51AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "MxPAVO3OwrUz0BkC7KuX/2",
        "MxPAVO3OwrUz0BkC7KuX/3"
    ],
    "width": 1920
}

Annotation Data

{
    "boxes": [
        {
            "label": "Attentive_True",
            "x": 773.5,
            "y": 457,
            "width": 159,
            "height": 54
        },
        {
            "label": "Mouth",
            "x": 739,
            "y": 582,
            "width": 90,
            "height": 66
        },
        {
            "label": "Phone",
            "x": 629.5,
            "y": 563,
            "width": 195,
            "height": 176
        },
        {
            "label": "Right_Hand",
            "x": 377,
            "y": 717,
            "width": 648,
            "height": 520
        },
        {
            "label": "Smoke",
            "x": 906,
            "y": 450,
            "width": 122,
            "height": 206
        },
        {
            "label": "Left_Hand",
            "x": 1003.5,
            "y": 694,
            "width": 461,
            "height": 702
        },
        {
            "label": "Head",
            "x": 831.5,
            "y": 479.5,
            "width": 413,
            "height": 469
        }
    ],
    "height": 1080,
    "key": "20230106132346_photo_1016.jpg",
    "width": 1920
}

Trial1_hands-eyes-face-cigarette-phones

Dataset Versions

2023-03-13 2:41pm

Popular Download Formats

2356 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

20230106132346_photo_1016.jpg

Updated Jul 24, 55165

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data