Research & Technology

The science behind every GlamAR experience

GlamAR is built on purpose-trained AI — not off-the-shelf models. Every experience we ship is grounded in proprietary data, rigorous annotation, and continuous model improvement.
AI Facial Skin Analysis

Our approach to skin intelligence

Accurate skin analysis starts long before a model is trained. Our dedicated ML engineering team and AI researchers build from the ground up — starting with data quality, not model architecture.

Built on dermatology-informed annotation

Our dedicated annotation team labels skin images across diverse skin tones, ages, lighting conditions, and concern types. Acne, pigmentation, wrinkles, texture, dark circles — every concern is labeled with clinical precision before a single data point enters training.
The result is a model trained on over 5 million annotated images that performs consistently across skin types and real-world conditions — not just controlled environments.
14+
Skin concerns detected
24/7
Continuous model calibration
5M+
Annotated training images

Expert-labeled, pixel-verified

Every model update is measured against ground truth from trained annotators. Same image, three views: raw input, what an expert sees, what our model predicts
Acne
Scars
Whiteheads
Enlarged Pores
Acne
Scars
Whiteheads
Enlarged Pores
Acne
Scars
Whiteheads
Enlarged Pores
Virtual Try-on

Purpose-built models for every try-on category

Generic face meshes and off-the-shelf trackers break down in commerce. We train a separate model for each product category — optimized for real-time video, varied lighting, and the specific geometry each product demands.
Our ML engineers and AI researchers train category-specific models,  optimized for video, not just static images, so tracking holds as the user moves in real time.
Eyewear
Face Tracking
Custom face landmark models trained for accurate frame placement across facial geometries — nose bridge, temple positioning, and scale.
Jewelry & Watches
Hand & Wrist Tracking
Real-time depth estimation and hand models trained for accurate ring, bracelet, and watch placement across hand shapes and skin tones.
Makeup
Lip & Eye Segmentation
Separate segmentation models per product category, trained to handle movement, shadows, and varied lighting conditions.
How we stay accurate

Research is not a one-time event

Our annotation team is not a historical input — they are an ongoing part of our model development cycle. As new products, categories, and use cases come online, the dataset grows. Models are continuously recalibrated against real-world performance data so accuracy improves over time.
1
Annotate
Label new data across categories
2
Train
Update models with expanded datasets
3
Deploy
Ship to production environments
4
Measure
Calibrate against real-world data

Discover how AR, VR and 3D can drive revenue growth in 2026

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Discover how AR, VR and 3D can drive revenue growth in 2026
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Trusted by global brands
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Backed by enterprise grade security and scale
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About GlamAR

GlamAR is a B2B SaaS digital platform that provides 3D, AR & VR solutions and powers businesses to improve engagement, reduce returns, and increase conversions in retail. Basically, we have in-house 3D model creation, product configurator, virtual AR try-on in multiple categories, virtual store creator, AI skin analysis, etc., to promote your customer engagement.

You can integrate GlamAR services in your existing website and in-store screens to give your shoppers a personal experience that keeps them informed about the product. Beauty brands, fashion brands, eyewear brands, accessories brands, lifestyle brands, and online stores can use GlamAR.

GlamAR's solutions

Many retail brands can use the GlamAR solutions to promote their businesses.

1. 3D solution

  • 3D model creation: This feature is used by GlamAR to help you create high-quality 3D models that accurately represent product images.
  • 360-degree product viewer: It enables shoppers to explore your products from every angle. This feature is responsible for the spinning and rotating of your products for a complete view, which will help to reduce product returns.
  • 3D product configurator: The 3D configurator allows your customers to design the specific features that are available in your catalogue. It lets your customers customize colors and finishes in real time.
  • 3D virtual photography: This feature helps you save on production costs. Instead of photographing every product image, GlamAR can change colors without taking new pictures.

2. AR solution

  • Virtual try-ons: The virtual try-on feature allows shoppers to try on different wearable products such as makeup, eyewear, accessories, jewelry, nails, and watches with just their smartphone or desktop cameras.
  • Realistic 3D rendering: This feature is responsible for placing a 3D image of your products in your customer's image so they see how it’ll appear in real life. It also contains adjustable intensity and color options.
  • Interactive AR: Instead of just staring at static photos of your products, GlamAR has made it an option to create an interactive advertisement using augmented reality to display your product items for better engagement.
  • AI facial skin analysis: GlamAR gives your users access to scan their skin for skin conditions. Users can monitor and analyze up to 14+ skin conditions, such as hydration, texture, and acne.

3. VR solution 

  • Virtual store or space platform: GlamAR can set up a virtual store that operates around the clock. The virtual store helps you manage inventories, track sales, and create an interactive shopping environment accessible from anywhere.
  • Personalized shopping: This feature makes the product selection process easier for shoppers. After a try-on process, customers are presented with suggestions to meet their needs.
  • Virtual events: Beyond the physical walls, you can create an immersive and interactive virtual experience that enables your customers to interact with or relate to your product's items just like they would in real life.

Industries & brands that can benefit from GlamAR 

A large number of industries can adopt GlamAR’s solution. Here’s a breakdown of the industries that can benefit from GlamAR:

1. Beauty & cosmetics industries 

The beauty and cosmetic industry is one of the significant industries that can benefit from GlamAR. Beauty and cosmetic brands can allow customers to virtually test makeup products like lipstick, eyeshadow, and foundation. Shoppers also have access to AI-powered skin diagnostics and AI beauty filters.

2. Eyewear & accessories sectors

Eyewear brands can utilize GlamAR’s virtual try-on to allow their customers to try on eyewear, including sunglasses and eyeglasses. The accessories brands can also use GlamAR to enable their customers to try on the experience of their accessories, like hats and caps.

3. Jewelry industry 

Jewelry brands are one of GlamAR’s major clients. GlamAR enables its customers to virtually try on jewelry items such as earrings, necklaces, bracelets, rings, and watches. The virtual try-on can overlay the chosen jewelry on the customer's body so that they see how it fits.

4. Hair & nail making industries. 

GlamAR also caters to the hair and nail sector. The system supports try-ons for hairstyles for both males and females of different ages. The virtual try-on for nails allows shoppers to try on different nail polish shades before applying them to their nails.

5. Fashion & wearables sectors

GlamAR's reach expands into the fashion industry, and it allows shoppers to try on virtual fashion products such as shoes, caps, and other wearables. Augmented reality can be used to try on fashion products.

6. Retail & e-commerce sectors

GlamAR works closely with retail brands and e-commerce platforms to help them create a shopping environment that is immersive. GlamAR is also known for assisting retail brands in creating virtual stores, online spaces, and virtual events. 

7. Marketing & ad agencies

GlamAR also helps marketing agencies to create AR-powered advertising solutions to market products. GlamAR creates 3D models that brands use to create an interactive ad platform for marketing purposes.

Here’s a quick breakdown of the industries GlamAR serves and the services offered

Industry GlamAR’s service
Beauty & cosmetics Makeup try-on, AI filters, and personalized skin diagnostics.
Eyewear & accessories Virtual glass try-on, hats try-on, and try-on of other styling items.
Jewelry Ring, necklaces, bracelets, and watches try-on in real time.
Hair & nail products Preview hairstyles or nail polish virtually.
Fashion & wearables Experience shoes and fashion accessories using AR.
Retail & e-commerce Build immersive virtual stores with 3D models.
Marketing & advertising agencies Creation of 3D models.

GlamAR’s features

GlamAR’s features are meant to give your customers the whole experience of your products. The features GlamAR offers include

1. AR solution

This solution gives your shoppers access to try on products like makeup, eyewear, jewelry, furniture, and accessories right from their space. The AR tech empower your customers to try-on these products on themselves in real-time or on any 3D models created. It can be activated by using any device camera of their choice. Hence, this gives room for a personalized and better shopping experience.

2. AI facial skin analysis 

The AI facial skin analysis tool can be used by beauty care shoppers to analyze the user's face for skin conditions such as texture, hydration, fine lines, and pigmentation, and then recommend skincare products to address these concerns.

3. Multiple product try-on

The multi-try-on feature allows your users to try on more than one product at a time. A customer can apply lipstick, mascara, and eyeliner at the same time to see how they complement each other.

4. AI recommendations

The AI recommendation feature gives your users product suggestions after a product try-on. The recommendations are typically based on your user behavior and skin tone.

5. Enterprise-grade security

GlamAR ensures that your customers' data is protected with enterprise-grade safeguards. GlamAR is compliant with SOC 2, ISO 27001, and GDPR standards.

Why choose GlamAR

1. Boosts conversions

You can convert your lead into a big deal. Every one of our solutions is an advanced SaaS tool to attract and generate leads, turning them into a sales conversion for your business.

2. Reduces returns

When you give your customers an extraordinary experience that goes beyond expectations, there is so much assurance that they won't return the purchased item. With GlamAR's SaaS solutions, you can give your customers the best shopping experience.

3. Drives engagement 

Shoppers tend to spend more time exploring products that they can engage with in their comfort zone, compared to just staring at normal 2D images. GlamAR makes Hamleys in-store more engaging by creating an interactive virtual store where its customers can engage seamlessly with their toy products.

4. Innovative technology 

At GlamAR, we use AR and AI technologies to create immersive shopping experiences for your customers. The technologies will ensure to give your customers an accurate and personalized touch point with any of your product items using our AI diagnostic or AR virtual try-on solution.

5. Seamless and personalized experiences 

With GlamAR solutions, you can give your customers a seamless and personalized shopping experience that can turn a one-time customer into a loyal customer. Each of our solutions is strategically designed to create an unforgettable experience from AI analysis to VR reality.

Join the GlamAR family

You can reach GlamAR's team via sales@glamar.io to learn more about the offers, request a demo, or discuss partnerships. Also, you can contact us by using the form section on the homepage. Fill in your details. Then, GlamAR will reach out to you.

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