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English
$
USD
I will fix your yolo dataset labels and structure
About this Gig
I will check and fix your existing YOLO object detection dataset labels and structure so it is easier to train and debug.
What I can help with:
- YOLO folder structure checking
- data.yaml path and class name checking
- Missing image or label pair checking
- Basic YOLO label consistency checks
- Train val test split checking
- Roboflow CVAT LabelImg or similar export checking
This Gig is suitable if your YOLO training does not run correctly, your dataset structure is messy, or your exported labels do not match your images or classes.
Important：
- This Gig is mainly for checking and fixing existing YOLO dataset labels and structure. Full manual annotation from scratch is not included in the Basic package.
- Polygon segmentation and advanced custom formats are not included by default. Please contact me first if your dataset uses polygons, masks, COCO segmentation, or YOLO segmentation.
- I do not guarantee model accuracy because accuracy depends on image quality, annotation quality, and class balance etc.
- Please contact me before ordering if your dataset is large, urgent, unclear, has many classes, or requires full manual annotation.
Technique:
Manual
Tagging type:
Image
FAQ
What does this Gig include?
This Gig includes checking and fixing existing YOLO dataset structure, data.yaml paths, class names, image and label pairs, train/val/test folders, and common label consistency issues.
What is the difference between Basic Standard and Premium?
Basic is a quick check for up to 100 items. Standard includes deeper label class missing file and split checking for up to 200 items. Premium includes a wider dataset audit and training ready preparation for up to 300 items.
Do you support polygon or segmentation labels?
Polygon segmentation masks COCO segmentation and YOLO segmentation are not included by default. Please contact me first if your dataset uses polygon or segmentation labels.
Do you manually annotate images from scratch?
Full manual annotation from scratch is not included in the Basic package. Small label corrections are included, but large manual annotation work requires a custom offer.
Can you fix Roboflow exported datasets?
Yes. I can check YOLO datasets exported from Roboflow, including folder structure, class names, label files, data.yaml, and train/validation/test split.
Do you train the YOLO model?
This Gig focuses on dataset checking and preparation. Basic model training or testing can be discussed before ordering, but full model tuning is not included by default.
Do you guarantee high model accuracy?
No. I can prepare and check the dataset, but model accuracy depends on image quality, annotation quality, class balance, model choice, and training settings.
What files should I send?
Please send your dataset as a ZIP file or provide a download link. It should include images, label files, data.yaml if available, and any error message you are facing.
