You will get Realtime high accuracy Object Detection system


Project details
I will implement a pre-trained Object Detection model that is currently doing best in the market. I have implemented the Object Detection Model a lot of times in the last 5 years.
I have completed many Machine Learning projects with training/finetuning, inference, and deployment (MLOps) with success for over 5 years using Python, Keras/TensorFlow, PyTorch, HuggingFace/transformers, SciKit Learn, SciKit Image, OpenCV, pandas, NumPy. I use Docker, Docker Compose to containerize the services/microservices and for easy deployment. I have excellent experience with AWS and GCP for model deployment with GPU and CPU instances.
Education -
• M.Sc. in Computer Science and Engineering, United International University. (In Progress)
• B.Sc. in Computer Science and Engineering, United International University.
Certifications:
IBM AI Engineering Professional Certificate
I have completed many Machine Learning projects with training/finetuning, inference, and deployment (MLOps) with success for over 5 years using Python, Keras/TensorFlow, PyTorch, HuggingFace/transformers, SciKit Learn, SciKit Image, OpenCV, pandas, NumPy. I use Docker, Docker Compose to containerize the services/microservices and for easy deployment. I have excellent experience with AWS and GCP for model deployment with GPU and CPU instances.
Education -
• M.Sc. in Computer Science and Engineering, United International University. (In Progress)
• B.Sc. in Computer Science and Engineering, United International University.
Certifications:
IBM AI Engineering Professional Certificate
Machine Learning Tools
Amazon SageMaker, Google AutoML, OpenCV, Python, PyTorch, TensorFlowWhat's included
| Service Tiers |
Starter
$40
|
Standard
$100
|
Advanced
$200
|
|---|---|---|---|
| Delivery Time | 2 days | 4 days | 10 days |
Number of Revisions | 1 | 1 | 3 |
Number of Model Variations | 1 | 1 | 1 |
Number of Scenarios | 1 | 1 | 1 |
Number of Graphs/Charts | 1 | 1 | 1 |
Model Validation/Testing | - | - | |
Model Documentation | |||
Data Source Connectivity | - | - | - |
Source Code |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$50 - $200
Additional Revision
+$60
Additional Model Variation
(+ 2 Days)
+$100
Additional Graph/Chart
(+ 1 Day)
+$50
Model Validation/Testing
(+ 2 Days)
+$100
Data Source Connectivity
(+ 3 Days)
+$150
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AE
Abdullah E.
May 1, 2025
30 minute consultation
AE
Abdullah E.
Apr 22, 2025
30 minute consultation
BK
Benjamin K.
Apr 7, 2025
AI/ML Expert Needed for Live Data Noise Reduction
EK
Eric K.
Mar 18, 2025
Seeking Data Scientists with ETL, ML, Python experience / gsmlsmus-2025-q1
Sadidul did a great job on ETL and ML tasks. We’d be happy to work with this freelancer again.
SA
Sajjad A.
Mar 18, 2025
Computer vision expert needed
I had a great experience working with Mr Sadidul Islam on an OCR project. He is highly skilled, efficient, and delivered accurate results while optimizing performance. Communication was smooth, and he went above and beyond to ensure the project met all requirements. Highly recommended for any OCR or data extraction.
About Sadidul
Machine Learning Expert - Computer Vision, LLM, & Predictive Modeling
80%
Job Success
Dhaka, Bangladesh - 7:00 am local time
Core Competencies:
- Computer Vision & OCR: Object detection (YOLO, ViT), document extraction, and structural drawing analysis using OpenCV, Tesseract, and AWS Textract.
- LLMs & Generative AI: Fine-tuning (Llama, GPT), RAG implementation, chatbots, and text-to-speech agents using Hugging Face, ChromaDB, and Pinecone.
- MLOps & Deployment: Containerizing services with Docker and deploying scalable solutions on AWS and GCP with a focus on cost optimization and low latency.
- Predictive Modeling & Recommendations: Building robust models for fintech, stock forecasting, and personalized recommendation engines.
I combine strong Python programming with deep learning frameworks (PyTorch, TensorFlow) to turn complex data into production-ready applications. Let’s discuss how I can help you build or optimize your AI infrastructure.
Skills: Python, PyTorch, TensorFlow, Hugging Face/Transformers, RAG, OpenCV, YOLO, ViT, VGG, ResNet, DocTR, Tesseract, AWS Textract, Google OCR, OpenAI API, LLAMA-3, ChromaDB, Pinecone, Docker, AWS, GCP
Types of projects I have completed in recent years -
#1 OCR / Document Extraction
- NLP expert to extract information from natural text — Extract information from images and PDFs using OCR
- Computer Vision Expert for Web App (OCR + AutoML) — Testing kit detection from images and reading test results
- NLP expert to extract information from natural text — Finding names, company names, etc. from images and PDFs
- Computer Vision Engineer for Post-Tension Structural Drawing Analysis (PDFs) — 2D drawing analysis
#2 Computer Vision
- Object Detection/Counting Project — Iron rod counting in batches using YOLOv8
- Object detection for ice hockey video — Detecting players, puck, and possession based on activity
- Mechanical Component Segmentation and Clustering — 2D drawing analysis
- AI/ML Engineer, Python/React for Skincare App — ML model integration in React Native app
#3 LLM / Generative AI
- Prototype Real-Time Text-to-Speech AI — Calling agent using OpenAI (GPT-4, Whisper), Google TTS, and Twilio
- Llama-2, Long Llama Engineer — Using open-source LLM models
- Data Engineer ML/AI — Customer care chatbot using OpenAI and LLaMA-7B
- AI Training for Foreign Language — Fine-tuning LLM models
#4 Regression / Predictive Modeling
- Cloud-based Data Scientist (AWS) — Models for fintech (NLP, Tabular)
- Stock market price prediction — Using historical data to predict future prices
- Balance/debt forecasting — Using bank statement data to predict debt and balance
#5 Recommendation Systems
- Food Recommendation Engine — Correlating users and food menu item based on description
- Similar Products based on Users Interest — Find the product a user might be interested in
- Perfume suggestion based on User Profile — Suggest existing perfumes based on users profile
Steps for completing your project
After purchasing the project, send requirements so Sadidul can start the project.
Delivery time starts when Sadidul receives requirements from you.
Sadidul works on your project following the steps below.
Revisions may occur after the delivery date.
Understanding the requirement
I will discuss with the client about the requirement or project scope.
Start working on the project
I will start working on the project