You will get Face Shape Machine Learning Dataset for iOS Integration
Project details
Face Shape Machine Learning Dataset & iOS-Ready Model
I deliver a clean, well-structured face shape machine learning solution designed for real-world use — not just experimentation. This project is ideal for mobile apps, research, or production pipelines that require accurate face shape classification (Heart, Oval, Round, Square, Oblong).
Using a curated dataset of 5,000 labeled images, I prepare, train, and validate a face shape classification model with a strong focus on clarity, reproducibility, and deployment readiness. For advanced tiers, the model is prepared for smooth integration into iOS applications using Xcode, with clear guidance on usage and inference.
What sets this project apart is its balance between machine learning rigor and practical application. You receive transparent evaluation results, structured deliverables, and a scoped workflow that avoids surprises. Whether you need only a validated dataset or a production-ready ML model, the outcome is reliable, documented, and ready to use.
I deliver a clean, well-structured face shape machine learning solution designed for real-world use — not just experimentation. This project is ideal for mobile apps, research, or production pipelines that require accurate face shape classification (Heart, Oval, Round, Square, Oblong).
Using a curated dataset of 5,000 labeled images, I prepare, train, and validate a face shape classification model with a strong focus on clarity, reproducibility, and deployment readiness. For advanced tiers, the model is prepared for smooth integration into iOS applications using Xcode, with clear guidance on usage and inference.
What sets this project apart is its balance between machine learning rigor and practical application. You receive transparent evaluation results, structured deliverables, and a scoped workflow that avoids surprises. Whether you need only a validated dataset or a production-ready ML model, the outcome is reliable, documented, and ready to use.
Machine Learning Tools
ChatGPT, NumPy, OpenCV, pandas, Python, Python Scikit-Learn, PyTorch, scikit-learn, SciPy, SQL, TensorFlowWhat's included
| Service Tiers |
Starter
$99
|
Standard
$299
|
Advanced
$499
|
|---|---|---|---|
| Delivery Time | 3 days | 7 days | 10 days |
Number of Revisions | 1 | 2 | 3 |
Number of Model Variations | 0 | 1 | 2 |
Number of Scenarios | 1 | 1 | 2 |
Number of Graphs/Charts | 1 | 3 | 5 |
Model Validation/Testing | - | ||
Model Documentation | - | ||
Data Source Connectivity | |||
Source Code | - |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$49 - $149Frequently asked questions
About Osman Resat
Prompt Engineering, Aviation
Istanbul, Turkey - 1:32 am local time
I am a Commander (Captain) in Civil Aviation with a strong technical background and hands-on experience in AI Prompt Engineering, content automation, and iOS application development.
Alongside my aviation career, I have successfully designed, developed, and published iOS applications on the Apple App Store, and I now help individuals and businesses leverage AI tools (ChatGPT and LLMs) to save time, improve quality, and scale their digital workflows.
What I Do Best
I specialize in turning complex information into clear, usable, and high-value outputs using AI.
My core services include:
• Prompt Engineering
• Custom ChatGPT prompt systems for business, content, and automation
• Workflow prompts (step-by-step, reusable, scalable)
• Industry-specific prompt packs (technical, educational, operational)
• PDF & Document Transformation
• Converting PDFs, manuals, and reports into:
• Structured articles
• Training materials
• Checklists & summaries
• E-books and guides
• AI-assisted content cleanup, simplification, and restructuring
• E-Book & Digital Content Creation
• Creating original e-books from raw ideas or source documents
• AI-assisted writing with human-level clarity and consistency
• Formatting content for sale (Gumroad, Etsy, internal use)
• iOS Development (Supportive Skillset)
• Swift / SwiftUI based applications
• AI-powered app logic and prompt-driven features
• Product thinking from concept to App Store release
Why Work With Me
• Real-world operational discipline from aviation
• Strong focus on accuracy, structure, and reliability
• Clear communication and on-time delivery
• Ability to translate vague ideas into working AI systems
• Experience working with high-responsibility environments
I work best with clients who want practical AI solutions, not hype — solutions that can actually be used, sold, or integrated into real workflows.
If you are looking for:
• Custom ChatGPT prompts that actually work
• AI-based content creation without low-quality output
• Structured digital products from existing materials
I would be happy to discuss your project.
Steps for completing your project
After purchasing the project, send requirements so Osman Resat can start the project.
Delivery time starts when Osman Resat receives requirements from you.
Osman Resat works on your project following the steps below.
Revisions may occur after the delivery date.
Step 1 – Requirement Review & Scope Confirmation
I review your submitted requirements, confirm the selected tier, and clarify any technical details before starting.
Step 2 – Dataset Preparation & Validation
The dataset is cleaned, verified, and structured into training and testing sets with balanced class distribution.