Dataset Versions

2023-10-31 4:54pm

Generated on Oct 31, 2023

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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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693 Total Images

View All Images

Dataset Split

Train Set 80%

554Images

Valid Set %

0Images

Test Set 20%

139Images

Preprocessing

No preprocessing steps were applied.

Augmentations

No augmentations were applied.

Similar Projects

Annotations

Group:

defect-pcb

08_spurious_copper_06.jpg

2759x2154

5.94MP

Updated Jan 3, 55801

12:52PM

GMT+00:00

Generated by Roboflow

Training Set

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "g0FqE2hidURalv5thC3d"
    ],
    "destination": "78c5492b1316418f1f5b1cf039936689",
    "height": 2154,
    "id": "HVEAdhcr2VGkFeI8zwz8",
    "label": [],
    "labels": [],
    "name": "08_spurious_copper_06.jpg",
    "numSteps": 0,
    "owner": "zT7FVULE1bbzRH0jh7DSJZjmgkk1",
    "preprocessing": [],
    "preprocessingParsed": [],
    "source": "HVEAdhcr2VGkFeI8zwz8",
    "split": "train",
    "split.g0FqE2hidURalv5thC3d.4": "train",
    "status": "generated",
    "transforms": "[]",
    "updated": 1698742500752,
    "updatedDate": "Jan 3, 55801",
    "updatedTime": "12:52PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "g0FqE2hidURalv5thC3d/4"
    ],
    "width": 2759
}

Annotation Data

{
    "boxes": [
        {
            "label": "spurious_copper",
            "x": 1652.5,
            "y": 957,
            "width": 57,
            "height": 104
        },
        {
            "label": "spurious_copper",
            "x": 712,
            "y": 1246.5,
            "width": 100,
            "height": 45
        },
        {
            "label": "spurious_copper",
            "x": 315,
            "y": 1856.5,
            "width": 48,
            "height": 89
        },
        {
            "label": "spurious_copper",
            "x": 2420.5,
            "y": 1353,
            "width": 39,
            "height": 122
        },
        {
            "label": "spurious_copper",
            "x": 2009.5,
            "y": 1465.5,
            "width": 43,
            "height": 83
        }
    ],
    "height": 2154,
    "key": "08_spurious_copper_06.jpg",
    "width": 2759
}

pcb-main