keremberke/yolov8m-pcb-defect-segmentation
Image Segmentation
•
Updated
•
967
•
15
Datasets:
Tasks:
Image Segmentation
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image_id
int64 0
127
| image
imagewidth (px) 640
640
| width
int32 640
640
| height
int32 480
480
| objects
sequence |
|---|---|---|---|---|
107 | 640 | 480 |
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End of preview. Expand
in Data Studio
Dataset Labels
['dry_joint', 'incorrect_installation', 'pcb_damage', 'short_circuit']
Number of Images
{'valid': 25, 'train': 128, 'test': 36}
How to Use
- Install datasets:
pip install datasets
- Load the dataset:
from datasets import load_dataset
ds = load_dataset("keremberke/pcb-defect-segmentation", name="full")
example = ds['train'][0]
Roboflow Dataset Page
https://universe.roboflow.com/diplom-qz7q6/defects-2q87r/dataset/8
Citation
@misc{ defects-2q87r_dataset,
title = { Defects Dataset },
type = { Open Source Dataset },
author = { Diplom },
howpublished = { \\url{ https://universe.roboflow.com/diplom-qz7q6/defects-2q87r } },
url = { https://universe.roboflow.com/diplom-qz7q6/defects-2q87r },
journal = { Roboflow Universe },
publisher = { Roboflow },
year = { 2023 },
month = { jan },
note = { visited on 2023-01-27 },
}
License
CC BY 4.0
Dataset Summary
This dataset was exported via roboflow.com on January 27, 2023 at 1:45 PM GMT
Roboflow is an end-to-end computer vision platform that helps you
- collaborate with your team on computer vision projects
- collect & organize images
- understand and search unstructured image data
- annotate, and create datasets
- export, train, and deploy computer vision models
- use active learning to improve your dataset over time
For state of the art Computer Vision training notebooks you can use with this dataset, visit https://github.com/roboflow/notebooks
To find over 100k other datasets and pre-trained models, visit https://universe.roboflow.com
The dataset includes 189 images. Defect are annotated in COCO format.
The following pre-processing was applied to each image:
No image augmentation techniques were applied.
- Downloads last month
- 430
Size of downloaded dataset files:
9.56 MB
Size of the auto-converted Parquet files:
9.95 MB
Number of rows:
198