Dataset Versions

2023-11-16 8:55pm

Generated on Nov 16, 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.

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2128 Total Images

View All Images

Dataset Split

Train Set 80%

1702Images

Valid Set 10%

213Images

Test Set 10%

213Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 2048x2048

Augmentations

No augmentations were applied.

Similar Projects

Attributes

images-2021-05-23T192118-936.jpg

2048x2048

4.19MP

Updated Jun 4, 55845

4:05AM

GMT+00:00

Generated by Roboflow

Validation Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 2048x2048

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "sNZ2PH52HrD6kGJBnpoL"
    ],
    "destination": "415cbc95d603077cabd10f3e8666f6b2",
    "height": 2048,
    "id": "a74p8WVvpi4Q0ToT72UX",
    "label": [],
    "labels": [],
    "name": "images-2021-05-23T192118-936.jpg",
    "numSteps": 2,
    "owner": "8zAm8Ug0uRZt6022qZ3C5dSOeEL2",
    "predictions": [
        {
            "color": "#8622FF",
            "label": "IC_Chip",
            "x": 680.94091796875,
            "y": 1327.39013671875,
            "width": 868.525390625,
            "height": 881.00390625
        },
        {
            "color": "#8622FF",
            "label": "IC_Chip",
            "x": 1453.2847900390625,
            "y": 960.599853515625,
            "width": 905.333984375,
            "height": 890.97509765625
        }
    ],
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",2048,2048]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 2048x2048"
        }
    ],
    "source": "a74p8WVvpi4Q0ToT72UX",
    "split": "valid",
    "split.sNZ2PH52HrD6kGJBnpoL.1": "valid",
    "split.sNZ2PH52HrD6kGJBnpoL.2": "valid",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",2048,2048]\"\n]",
    "updated": 1700144136346,
    "updatedDate": "Jun 4, 55845",
    "updatedTime": "4:05AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "sNZ2PH52HrD6kGJBnpoL/1",
        "sNZ2PH52HrD6kGJBnpoL/2"
    ],
    "width": 2048
}

Annotation Data

{
    "boxes": [
        {
            "label": "IC_Chip",
            "x": 1430.5,
            "y": 968,
            "width": 832,
            "height": 832
        },
        {
            "label": "IC_Chip",
            "x": 662.5,
            "y": 1305.5,
            "width": 829,
            "height": 832
        }
    ],
    "height": 2048,
    "key": "images-2021-05-23T192118-936_jpg.rf.59f48ebb759a071e5502e658e35bc895.jpg",
    "width": 2048
}

test2 pcb real