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GroundingDINO-Robov3-PlastOpol

Object Detection

Dataset Versions

2024-04-05 5:24pm

a year ago

2024-04-05 5:24pm

Generated on Apr 5, 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.

Other Formats

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135 Total Images

View All Images

Dataset Split

Train Set 93%

126Images

Valid Set 4%

6Images

Test Set 2%

3Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 7

Brightness: Between -15% and +15%

Noise: Up to 2.56% of pixels

Similar Projects

Annotations

Group:

Garbage-ciA2

135186.jpg

2047x2048

4.19MP

Updated Aug 8, 56231

5:19AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Resize

Fit within 2048x2048

Brightness

Noise

0.98%

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "classes": {
        "garbage": 98
    },
    "datasets": [
        "nXjw9CtAishQoXYpiQnf"
    ],
    "destination": "5e340713aba2a843065ade12c55703c9",
    "height": 2048,
    "id": "QSfwlgRBAHllb5J6GLyM",
    "label": [],
    "labels": [],
    "name": "135186.jpg",
    "numSteps": 3,
    "owner": "TpfmMbi4bma5hLfGYZnrwUctyAU2",
    "preprocessing": [
        "resize:[\"Fit within\",2048,2048]",
        "brightness:[7]",
        "noise:[0.98,512102]"
    ],
    "preprocessingParsed": [
        {
            "name": "Resize",
            "value": "Fit within 2048x2048"
        },
        {
            "name": "Brightness",
            "value": "7%"
        },
        {
            "name": "Noise",
            "value": "0.98%"
        }
    ],
    "source": "QSfwlgRBAHllb5J6GLyM",
    "split": "train",
    "split.nXjw9CtAishQoXYpiQnf.1": "train",
    "status": "generated",
    "transforms": "[\n    \"resize:[\\\"Fit within\\\",2048,2048]\",\n    \"brightness:[7]\",\n    \"noise:[0.98,512102]\"\n]",
    "updated": 1712330687948,
    "updatedDate": "Aug 8, 56231",
    "updatedTime": "5:19AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "nXjw9CtAishQoXYpiQnf/1"
    ],
    "width": 2047
}

Annotation Data

{
    "boxes": [
        {
            "label": "garbage",
            "x": 420,
            "y": 752,
            "width": 76,
            "height": 50
        },
        {
            "label": "garbage",
            "x": 857,
            "y": 954,
            "width": 596,
            "height": 727
        }
    ],
    "height": 2048,
    "key": "135186.jpg",
    "width": 2047
}

GroundingDINO-Robov3-PlastOpol

Dataset Versions

2024-04-05 5:24pm

Popular Download Formats

135 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Tags

Attributes

135186.jpg

Updated Aug 8, 56231

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data