You will get Image Segmentation and Data Extraction using OpenCV & Tesseract OCR
Project details
Welcome! If you are looking for a person who is an expert in Image segmentation and data extraction, then you are in the right place.
As a Machine Learning Engineer with a strong background in image segmentation and data extraction, I specialize in building high-performance solutions that tackle real-world problems. My approach integrates advanced image segmentation using OpenCV, Tesseract OCR, and OpenAI's intelligence to automate accurate data extraction from document images.
The process starts by segmenting and enhancing the document area to correct distortions and improve clarity, ensuring optimal conditions for reliable text recognition, even in complex or low-quality captures.
Following segmentation, Tesseract OCR is employed to extract raw text from the cleaned image. To go beyond:
Simple text extraction
Project integrates OpenAI-powered natural language understanding
Enabling the system to intelligently identify
Categorize, and structure key information
In an age where automation and data accuracy are essential, I deliver a powerful end-to-end pipeline, converting raw document images into clean, structured, and actionable digital data.
As a Machine Learning Engineer with a strong background in image segmentation and data extraction, I specialize in building high-performance solutions that tackle real-world problems. My approach integrates advanced image segmentation using OpenCV, Tesseract OCR, and OpenAI's intelligence to automate accurate data extraction from document images.
The process starts by segmenting and enhancing the document area to correct distortions and improve clarity, ensuring optimal conditions for reliable text recognition, even in complex or low-quality captures.
Following segmentation, Tesseract OCR is employed to extract raw text from the cleaned image. To go beyond:
Simple text extraction
Project integrates OpenAI-powered natural language understanding
Enabling the system to intelligently identify
Categorize, and structure key information
In an age where automation and data accuracy are essential, I deliver a powerful end-to-end pipeline, converting raw document images into clean, structured, and actionable digital data.
Machine Learning Tools
Keras, NumPy, OpenCV, pandas, Python, Python Scikit-Learn, PyTorch, scikit-learn, SciPy, TensorFlow, Tesseract OCRWhat's included
| Service Tiers |
Starter
$50
|
Standard
$250
|
Advanced
$500
|
|---|---|---|---|
| Delivery Time | 2 days | 7 days | 21 days |
Number of Revisions | 0 | 1 | 4 |
Model Validation/Testing | |||
Model Documentation | - | - | |
Data Source Connectivity | - | - | - |
Source Code | - |
About Iqra
Machine Learning Engineer | Deep Learning | NLP | AI Research
Faisalabad, Pakistan - 3:44 am local time
Backed by 2 years of hands-on experience in Machine Learning and NLP applications, our team builds and deploy intelligent systems that help businesses make smarter decisions. Our expertise spans the entire machine learning lifecycle, from data preprocessing and model training to evaluation, optimization, and real-world deployment.
We also specialize in Natural Language Processing (NLP), working with large language models (LLMs) for tasks such as text classification, summarization, and chatbot development. We have hands-on experience fine-tuning transformer-based models like GPT, Llama, Mistral using libraries such as Hugging Face Transformers, enabling us to build solutions across both vision and language domains.
Furthermore, we specialize in solving complex problems using cutting-edge techniques in machine learning, deep learning, and NLP backed by a master’s degree in computer science with a focus on AI.
𝐖𝐡𝐚𝐭 𝐰𝐞 𝐝𝐨 𝐛𝐞𝐬𝐭:
Computer Vision
Image Processing
Image Classification
Image Segmentation
Object Detection
Pose Estimation
Facial Emotion Recognition
Object tracking and Counting
Model Training
Custom AI Chatbot
Text Classification
Named Entity Recognition (NER)
Text Summarization
Text Generation
Question Answering Systems
Building APIs
fine-tuning
Data Extraction
𝐓𝐞𝐜𝐡 𝐒𝐭𝐚𝐜𝐤:
Models: LeNet, AlexNet, GoogLeNet, VGGNet, ResNet, SENet, DenseNet, YOLO, GAN, SVM, Decision Tree, Random Forests, LLaMA, Mistral, GPT
Frameworks: TensorFlow, PyTorch, Scikit-learn, FastAPI, Flask API, Lang Chain
Libraries: NumPy, Pandas, SciPy, PyYAML, Matplotlib, Pillow, OpenCV, Requests, TQDM, Protobuf, PyCryptodome, transformers, spaCy, nltk, Open NLP
Tools: Google Colab, Jupyter Notebook, VS Code, Android Studio
Programming Languages: Python, Java
System Integration & Deployment: Website, Mobile Apps, Enterprise business workflow
Cloud Platform: AWS
𝐖𝐡𝐲 𝐒𝐡𝐨𝐮𝐥𝐝 𝐘𝐨𝐮 𝐇𝐢𝐫𝐞 𝐌𝐞?
Thank you for your consideration. We engineers provided the smart solutions that make operations smoother, faster, and more effective. Let's turn your vision into reality! Your success is our commitment.
Steps for completing your project
After purchasing the project, send requirements so Iqra can start the project.
Delivery time starts when Iqra receives requirements from you.
Iqra works on your project following the steps below.
Revisions may occur after the delivery date.
Revisions