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YOLO_SEM_Contain_Membrane

Object Detection

Dataset Versions

Try Pre-Trained Model

v34

2024-01-19 3:32pm

Generated on Jan 19, 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.

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140 Total Images

View All Images

Dataset Split

Train Set 86%

120Images

Valid Set 7%

10Images

Test Set 7%

10Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3

Flip: Horizontal, Vertical

Brightness: Between -10% and +10%

Blur: Up to 1px

Similar Projects

Annotations

Group:

cell-pore-membrane

test1-000075.png

1280x960

1.23MP

Updated Oct 8, 56019

10:16AM

GMT+00:00

Generated by Roboflow

Validation Set

Raw Data

Source Data

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        "pore": 5158
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    "destination": "8088ebeb6f512eeb7e61322db4700f65",
    "height": 960,
    "id": "EdbgEtntRqP3DAymW1uu",
    "label": [],
    "labels": [],
    "name": "test1-000075.png",
    "numSteps": 0,
    "owner": "QiUUhTpEl5drrB75r3htHgP8Iwp2",
    "preprocessing": [],
    "preprocessingParsed": [],
    "source": "EdbgEtntRqP3DAymW1uu",
    "split": "valid",
    "split.DPEf7D8hDVE92rBWIHKU.34": "valid",
    "status": "generated",
    "transforms": "[]",
    "updated": 1705645937818,
    "updatedDate": "Oct 8, 56019",
    "updatedTime": "10:16AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "DPEf7D8hDVE92rBWIHKU/34"
    ],
    "width": 1280
}

Annotation Data

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YOLO_SEM_Contain_Membrane

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2024-01-19 3:32pm

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test1-000075.png

Updated Oct 8, 56019

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