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PCB Boards Kaggle Merged Dataset

Object Detection

Dataset Versions

2024-07-12 8:22am

2024-07-10 5:49pm

Generated on Jul 10, 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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8750 Total Images

View All Images

Dataset Split

Train Set 80%

7011Images

Valid Set 20%

1739Images

Test Set %

0Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

No augmentations were applied.

Similar Projects

Annotations

Group:

PCB-Boards

LDCD4.jpg

640x640

0.41MP

Updated Sep 17, 56494

8:26PM

GMT+00:00

Generated by Roboflow

Training Set

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "aG0uLe5JbgJCcF0mdbni"
    ],
    "destination": "08e32d8842c6cbb25de4a1b7f5d2d494",
    "height": 640,
    "id": "hoKHocwdJ2KVy0RbC15N",
    "label": [],
    "labels": [],
    "name": "LDCD4.jpg",
    "numSteps": 1,
    "owner": "0MsJNd3KTOcBNrtLGULLZFadBXw2",
    "preprocessing": [
        "resize:[\"Stretch to\",640,640]"
    ],
    "preprocessingParsed": [
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        }
    ],
    "source": "hoKHocwdJ2KVy0RbC15N",
    "split": "train",
    "split.aG0uLe5JbgJCcF0mdbni.1": "train",
    "status": "generated",
    "transforms": "[\n    \"resize:[\\\"Stretch to\\\",640,640]\"\n]",
    "updated": 1720633782361,
    "updatedDate": "Sep 17, 56494",
    "updatedTime": "8:26PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "aG0uLe5JbgJCcF0mdbni/1"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "Arduino Leonardo",
            "x": 320,
            "y": 319.5,
            "width": 469,
            "height": 533
        }
    ],
    "height": 640,
    "key": "LDCD4.jpg",
    "width": 640
}

PCB Boards Kaggle Merged Dataset

Dataset Versions

2024-07-10 5:49pm

Popular Download Formats

8750 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

LDCD4.jpg

Updated Sep 17, 56494

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data