I will build ai machine learning python apps with image recognition, ocr, and computer
Informazioni su questo servizio
We specialize in building robust and efficient Python-based machine learning projects for your needs, including image recognition, OCR (Optical Character Recognition), and advanced OpenCV-powered applications.
What we Offer:
Custom Machine Learning Models:
- Design and development of tailored machine learning models for your specific requirements.
- Use of popular libraries like TensorFlow, PyTorch, and scikit-learn for model training and deployment.
Image Recognition Applications:
- Object detection and classification.
- Facial recognition systems.
- Image segmentation for medical, retail, or industrial applications.
Optical Character Recognition (OCR):
- Extract text from images, scanned documents, or PDFs.
- Multilingual text recognition using advanced OCR tools like Tesseract or proprietary models.
- Post-processing to clean and structure the extracted data.
OpenCV-Powered Solutions:
- Real-time video processing and analytics.
- Feature extraction, edge detection, and motion tracking.
Full-Stack Integration:
- Seamless deployment of models in desktop, web, or mobile applications.
- Backend integration using Flask, Django, or FastAPI.
- API development for model interaction.
Linguaggio di programmazione:
Python
•
R
•
MLflow
•
Amazon SageMaker
Framework:
SimpleCV
•
keras
•
PyTorch
API:
Visione artificiale Microsoft AI
•
Google Cloud Vision API
Strumenti:
opencv
•
OpenNN
•
tensorflow
•
MLflow
•
Colab
FAQ
Can you integrate the ML model into my existing web or mobile app?
Yes! I can deploy models via Flask, FastAPI, or integrate into apps using REST APIs.
Which frameworks do you use for model development?
I primarily use TensorFlow, PyTorch, Scikit-learn, and OpenCV depending on the project scope.
Do you provide datasets for training?
If you don’t have a dataset, I can help source open datasets or guide you in collecting custom data.
Will you provide the source code?
Yes, all source code, scripts, and documentation are included.
Do you handle large-scale AI projects for startups or enterprise apps?
Absolutely. I can build scalable solutions and also consult on best practices for deployment.
