A Market-leading Gen AI Hairstyle Try-On

Gen AI Hairstyle Try-On Solution

Dataforest developed a top-on-the-market Gen AI hairstyles solution for US clients. It consists of the technology for the main product and the free trial widget. The solution generates hairstyle try-ons using the user's selfie. We had two primary objectives. The first was to ensure high accuracy in preserving the user's facial features. The second one was to create hairstyles that showcase the most natural hair texture. Our vast experience in Gen AI and Data science helped us achieve 94% model accuracy. It guarantees high-quality user face resemblance and natural hair in the generated photos. And it results in much higher user satisfaction, making it #1 on the market.

Generative AI

Digital

Business process automation

Generative AI

Digital

Business process automation

sec photo delivery

user face similarity

About the client

The client is an online resource providing women with the latest hairstyles and haircuts. Their website and other channels offer articles and video materials that inspire and advise on various hair looks and styles for the US market. The client had a brilliant idea to increase retention and add extra value to his project: an online Hairstyle try-on service and a complimentary try-on tool for his website visitors.

Tech stack

Stable Difusion

Multimodal LLM

Face swap technology

Face analysis technology

Image processing technology

The client's needs

The client had a brilliant idea to increase revenue by creating a new product and utilizing his website traffic. It is a hairstyle try-on service using Gen AI technologies where users can upload their selfie photos and have their new stylish looks with trendy haircuts.

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Similar solutions on the market failed to deliver the quality: hair looked unnatural, or the user's face looked altered, making the person unrecognizable. Therefore, the primary need was to create a solution that guarantees the highest user face similarity and the most natural hair structure look, exceeding clients' expectations.

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Challenges & solutions

Challenge

Create a cutting-edge solution that would allow uploading the user's selfie photo and generate hairstyles applied to their selfies.

Solution

Dataforest developed an innovative solution that generates user photographs with various hairstyles, using their uploaded selfie photo. It leverages advanced Gen AI Stable Diffusion model and Face Swap technology, with a secret sauce to achieve the highest quality results.

Challenge

The solution should deliver the highest-quality final results in two areas. First, it should have an excellent facial resemblance to the user's uploaded selfie photo, guaranteeing the maximum saving of the initial realism of the user's facial features and skin texture. Second, it should achieve the highest quality of the hair's look and structure, making it look natural on the generated pieces.

Solution

With extensive experience in Data Science and Gen AI, Dataforest achieved top-quality generated images. By testing various approaches, model settings, prompts, and Face Swap technologies, they produced market-leading results, as confirmed by numerous client reviews.

Challenge

Develop a free trial solution to create awareness and foster interest in the main product. A standard hairstyle will be applied to the uploaded user's selfie photo.

Solution

Dataforest developed a solution that works as a marketing tool. It is a widget that offers a free trial, raising interest in trying the main product. The widget on the website offers a free try-on of 21 standard hairstyles. It also collects lead information, as users must register with their email to try the widget.

Challenge

The solution should monitor and manage all user registrations, paid transactions and generated pictures.

Solution

Dataforest made a solution that shows all this data in the admin panel. Admins can see registrations, paid transactions, and generated pictures and generate new images to handle support tickets.

Challenge

Solution

Challenge

Solution

Challenge

Solution

Challenge

Solution

Luxury Retailer AI Demand Forecasting Implementation

Results

Dataforest delivered a revolutionary product that became the market leader among competitors. With a model accuracy of over 94%, our hairstyles try-on solution ensures the highest quality of generated images, providing a realistic experience.

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A free hairstyle try-on widget for the website is a powerful marketing tool for the product's targeted audience. The widget gathers user emails during registration that are later used as sales-qualified leads for the product.

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Our advanced techniques allow users to upload a single selfie and experiment with new realistic and natural hairstyles while preserving their unique facial features. The user journey is seamlessly monitored and managed through our user-friendly admin panel, making it easy to handle support tickets. The client noted that the solution delivers the best quality results on the market.

Gen AI Hairstyle Try-On Solution

The Way We Deal with Your Task and Help Achieve Results

Step 1 of 5

Web development discovery

It's a good time to get info about each other, share values, and discuss your project in detail. We will advise you on a solution and help you understand if we are a perfect match for you.

Step 2 of 5

Discovering And Feasibility Analysis

One of our core values is flexibility. Hence, we work with either one-page high-level requirements or a whole pack of tech docs. In AI demand forecasting case studies, there are numerous models and approaches, so at this stage, we perform a set of interviews to define project objectives. We elaborate and discuss a set of hypotheses and assumptions. We create a solution architecture, a project plan, and a list of insights or features to achieve.

Step 3 of 5

Solution Development

The work starts with data gathering, data cleaning, and analysis. Feature engineering helps to determine your target variable and build several models for the initial review. Further modeling requires validating results and selecting models for further development. Ultimately, we interpret the results. Nevertheless, demand forecasting solution modeling is a process requiring many back-and-forth iterations. We are result-focused, as it's also one of our core values.

Step 4 of 5

Solution Delivery

AI demand forecasting solutions can be a list of insights or models that consume data and return results. Though we have over 15 years of expertise in data engineering, we expect the client's participation in the project. While modeling, we provide midterm results so you can always see where we are and provide us with feedback. By the way, a high level of communication is also our core value.

Step 5 of 5

Support And Continuous Improvement

We understand how crucial the solutions that we code for our clients are! We aim to build long-term relations, providing guarantees and supporting agreements. Moreover, we are always happy to assist with further developments, and statistics show that 97% of our clients return to us with new projects.

Success stories

Check out a few case studies that show why DATAFOREST will meet your business needs.

All Success Stories

Enhancing Content Creation via Gen AI

Dataforest created an innovative solution to automate the work process with imagery content using Generative AI (Gen AI). The solution does all the workflow: detecting, analyzing, labeling, storing, and retrieving images using an end-to-end trained large multimodal model LLaVA. Its easy-to-use UI eliminates human involvement and review, saving significant man-hours. It also delivers results that impressively exceed the quality of human work by having a tailored labeling system for 20 attributes and reaching 96% model accuracy.

96%

Model accuracy

20+

Attributes labeled with vision LLM

View case study

Revolutionizing Image Detection Workflow with Gen AI Automation

Client Identification

The client wanted to provide the highest quality service to its customers. To achieve this, they needed to find the best way to collect information about customer preferences and build an optimal tracking system for customer behavior. To solve this challenge, we built a recommendation and customer behavior tracking system using advanced analytics, Face Recognition, Computer Vision, and AI technologies. This system helped the club staff to build customer loyalty and create a top-notch experience for their customers.

customer retention boost

25%

profit growth

Christopher Loss

CEO Dayrize Co, Restaurant chain

View case study

The team has met all requirements. DATAFOREST produces high-quality deliverables on time and at excellent value.

Store heatmap

The electronics retailer, wanted to improve their sales and customer service by analyzing the flow of people into their stores. We created a system using Machine Learning, image detection, and face recognition. The system tracks visitors' movements and the most viewed shelves and products. This information helps the store to focus on selling popular products and to avoid unpopular ones, ultimately improving the sales process.

increase in sales

100%

dead zones removed

Jared D.

CEO Consumer Electronics Retail

View case study

DATAFOREST provides meaningful shopper-behavior Insights. They are very responsive and effective, trying to engineer and offer the best fit solution.

Emotion Tracker

For a banking institute, we implemented an advanced AI-driven system using machine learning and facial recognition to track customer emotions during interactions with bank managers. Cameras analyze real-time emotions (positive, negative, neutral) and conversation flow, providing insights into customer satisfaction and employee performance. This enables the Client to optimize operations, reduce inefficiencies, and cut costs while improving service quality.

15%

CX improvement