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I will build a local ml image processing app in streamlit sql
Data Scinece and AI Consultant
Hi, I’m SOHEL RANA, a dedicated Data Driven AI Services focused on helping businesses grow.
With 4+ years of hands-on experience, I specialize in delivering high-quality, impactful results in Data Sci...
About this Gig
Stop paying recurring monthly SaaS cloud fees. Keep your enterprise data 100% private with a custom, local-first Python solution.
I build standalone, offline Computer Vision (CV) and Deep Learning apps tailored for medical labs, e-commerce networks, and industrial manufacturing plants.
How it Works:
You receive an offline workspace folder. Unzip it, open your terminal, type python run.py, and the app auto-launches in your local browser window. All vision models process images locally using optimized, lightning-fast lightweight weights
️ Technical Features:
- Dual Integration: Upload image folders OR connect directly to live databases
- Advanced Vision Models: High-precision automated anomaly detection, image classification, object tracking, or tumor segmentation.
- Database Pipeline: Automated scripts that log predictions and metrics directly back into your local SQL tables.
Tiers at a Glance:
- Basic: Visual dataset schema audit and clean OpenCV preprocessing pipeline script.
- Standard: Core ML vision engine + Streamlit batch image uploader app.
- Premium: Advanced forecasting CV engine + Live SQL database connection
Please message me to check your dataset schema before ordering!
APIs:
Google Cloud Vision API
Programming language:
Python
•
SQL
•
Colab
Tools:
Jupyter Notebook
•
OpenCV
•
TensorFlow
•
Excel
•
Colab
•
PyTorch
Frameworks:
Scikit-learn
•
SimpleCV
•
Keras
•
PyTorch
Other Data Science & ML Services I Offer
FAQ
Will I be able to run this myself without coding knowledge?
Yes, absolutely. I include a 1-click launch script (run.bat or terminal command) and a simple setup video guide so you can open the app instantly.
Can you integrate specific models like YOLOv8 or customized PyTorch weights?
Yes. I regularly build apps using YOLO, OpenCV, Mediapipe, and Hugging Face transformers. You can supply your own custom-trained weights.
Can we hop on a Zoom or Google Meet call if I get stuck setting it up?
Yes. If the documentation isn't enough, we can jump on a Fiverr-approved screen-share call to get it running together.
Do you provide sample data to test the app first?
Yes. I deliver the app pre-loaded with a mock SQLite database and sample images so you can verify it works perfectly before connecting your real data.
