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Fiverr Pro
English
$
USD
I will build custom machine learning, opencv, and ocr models for you
About this Gig
Need text or objects automatically extracted from images, scanned documents, video, or live camera feeds?
I build and train custom computer vision and OCR models using OpenCV, Python, and modern ML frameworks tuned to your actual data, not a generic out-of-the-box demo.
What I can build for you:
- Custom OCR pipelines using Tesseract, EasyOCR, or PaddleOCR, fine-tuned on your document type (invoices, IDs, forms, receipts, handwriting where feasible)
- OpenCV-based image preprocessing deskewing, denoising, thresholding, and region detection to boost OCR accuracy before text extraction
- Object detection and classification models (YOLO, custom CNNs) for counting, tracking, or identifying items in images/video
- Document parsing pipelines that go beyond raw text structured field extraction (key-value pairs, tables) using layout-aware tools
- Face/feature detection and recognition systems
- Real-time video processing pipelines (webcam, CCTV, drone footage)
- Model training and fine-tuning on your custom dataset, with accuracy benchmarking
- API wrapping so your model integrates into an existing app, website, or workflow
- Model evaluation reports showing accuracy, confidence scores, and failure cases
FAQ
Is the data I'm sharing with you safe and secure?
Yes, 100% secure. I respect confidentiality and never share client data.
Do you provide training and support after the job is completed?
Absolutely! I provide post-delivery support and can guide you on using and integrating the model.
What kind of OCR models can you build?
I can build models for printed text, handwritten documents, IDs, invoices, license plates, forms, and custom datasets. Whether it’s simple OpenCV pipelines or advanced deep learning OCR, I’ve got you covered.
Can you integrate the OCR model into my app or workflow?
Yes! I can deploy the model as an API, integrate it into web/mobile apps, or deliver it as a standalone script ready to use.
What technologies do you use?
I mainly work with Python, OpenCV, TensorFlow, PyTorch, Keras, and Tesseract OCR. For deployment, I can use Flask, FastAPI, or Docker if needed.
Do I need to provide a dataset?
If you have one, great! If not, I can help create, collect, or preprocess a dataset suitable for your project.
How accurate will the model be?
Accuracy depends on dataset quality and complexity. I always optimize preprocessing, training, and hyperparameters to achieve the highest possible accuracy for your use case.
