Best virtual caps try-on software SDKs for e-commerce

Do your customers find the product pages of your website boring? Scrolling through them to find their best item takes a lot of time and creates confusion. Nowadays, consumers want personalization and convenience to make a confident online purchase. Here, virtual try-on technology fills the gap between physical and digital shopping experiences. 

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It offers real-time experimentation with different products, such as clothing, makeup, jewelry, etc. By 2029, the global virtual try-on market may reach the value of $15 billion (in approx). Brand owners and retailers tend to adopt this technology to increase their conversions and reduce return rates. Though AR try-on features have been influencing the e-commerce field, virtual caps try-on is just taking baby steps. 

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It is true: There are so many virtual try-on software SDKs out there. Most of them are similar to each other. So if you are dealing with a decision dilemma, then you are not alone. I spent days researching and testing dozens of software solutions to identify the best tools that can transform your dissatisfied customers into loyal ones. Below, I highlight six SDKs that are unique in their own way. Check out the 6 best virtual caps try-on software SDKs: 

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6 Best virtual caps try-on software

1. GlamAR (Best for easy integration, compatibility & personalization)
2. TINT by Banuba (Best for business-friendly features)
3. MakeupAR by Perfect Corp (Best for automatic rendering & inclusivity)
4. Quytech (Best for AR app development)
5. Sellerpic (Best for model swapping & image editing)
6. Geenee (Best for cross-platform integration)

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What is a virtual cap try-on software?

A virtual cap try-on software combines fashion and technology. It allows consumers to experiment with various hats online. The software SDKs overlay 3D models of hats onto their images in a real-time environment. It enables your customers to choose the correct fit, size, texture, and color of the hat without physical contact. 

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AR and AI technology help e-commerce owners with virtual try-on technology, through which they can change the way people shop. As a result, their customer engagement will rise with minimal return rates. When it comes to trying on caps, consumers can use their phone camera or webcam. It lets them see how the cap looks on their head through a specific website or app. 

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6 Best virtual cap try-on software SDKs

Before getting into the virtual try-on with my picks, one last consideration. Even with this narrowed scope, there are still many cap try-on software that could fit the bill. With new features and tools, virtual try-on software SDKs are being released every day. 

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But I could not test all of them. After conducting in-depth research and analysis, I have selected the top 6 cap try-on software solutions to help transform your website visitors into serious leads. Read on to learn more about them: 

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1. GlamAR

GlamAR is one of the best AR-powered SDK providers for e-commerce. Its core features will appeal to your fashion- and tech-savvy consumers. If you want to change the way of online shopping, use this software and offer your customers virtual try-ons to interact with your products. The best part is that it offers AR try-ons for various items, including makeup, eyewear, headwear, jewelry, and accessories. 

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Your shoppers will experience 3D try-on solutions for every product. It allows them to view the product from all angles and obtain detailed information about color, texture, size, and other features. When it comes to integrating this software SDK into your e-commerce platform, you will need a PixelBin token or access key. Then, the step-by-step guide will help you add the AR features to your products.

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The AR technology can project a cap on your customer’s head in a live video. I have tested and tried the virtual caps try-on. To my surprise, I can position a cap on my head according to my choice and customize its size to get an accurate fit. I have experimented with various caps of different styles in real-time using my webcam. 

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Features: 

• Personalized try-on: The software allows your customers to try on multiple caps with advanced AR features and lifelike accuracy. They can use any of the try-on modes available: Live camera, photo mode, or choose a model. Consumers can see how the caps look on them with their device’s front camera. They can also compare their look and test it in detail with ‘zoom in’/’zoom out’ features. Using the tools ‘position’ and ‘scale’, they will find their perfect fit and save the try-on experience for future use. 

• Inclusive software: If your customers don’t want to try on through a live camera, they can use models according to their gender, skin tone, age, facial features, hair style, and style preferences. Thus, GlamAR promotes inclusivity in the fashion tech industry. 

• Cross-platform compatibility: It supports multiple platforms like web, Android, iOS, React, Flutter, Shopify, etc. Your shoppers can access the try-on experience across web and mobile browsers. In this way, you can reach global consumers and improve sales. 

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2. TINT by Banuba

Banuba has introduced TINT software to offer virtual try-on technology for e-commerce brands. Virtual caps try-on is an application to beat in this category. TINT allows your customers to try on different types of headwear, such as hats, caps, headbands, bandannas, etc. The rendering engine gives the virtual items a realistic effect. If you want to get rapid ROI, use this easy-to-install software. 

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The face tracking technology enables a personalized try-on experience for your shoppers. The AI-driven virtual try-on overlays the cap preview in a real-time background and helps consumers see the exact style and fit of the cap. Most importantly, TINT is a ready-made solution that allows you to self-digitize your products. You will get a fully customizable UI, aligning with your brand’s identity. I found the dashboard's assistance user-friendly.

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When it comes to getting a free trial, you need to enter your email ID, business needs, and other information. Using a live camera or photo mode, your customers can access the cap try-on experience with lifelike realism. Since the software is optimized for high and low-end devices, you can enhance your global consumer leads. 

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Features: 

• Realistic try-on: Banuba’s TINT software enables virtual caps to look like real ones while trying them on. Your customers can view the same texture, color, and size of physical products through virtual try-on. The products can react to gravity and lighting, which allows an in-store-like experience. So, consumers can purchase with confidence with no or minimal return tendency.

• Easy-to-integrate: You can integrate TINT into your existing online store within 2 weeks. Also, you can easily add your entire caps collection in 24-48 hours with its innovative digitization approach. 

• Device-friendly solution: It works on desktop, mobile, in-store smart mirror, and so on. Fortunately, you can offer every shopper the try-on experience, regardless of the devices they have. 

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3. MakeupAR by Perfect Corp

MakeupAR is an enterprise-grade software solution introduced by Perfect Corp. It offers AR and AI technologies for e-commerce. Besides makeup and jewelry, it provides try-on experiences for headwear. If you add this software to your e-commerce platform, your customers can experiment with a wide range of headbands, hats, and caps in real-time. They can complete their look with AR headwear that suits them well. 

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The AgileFace® Tracking Technology, paired with augmented reality, creates personalized AR-style simulations. It helps you recreate the accurate in-store experience online for your shoppers with inclusivity and speed efficiency. AR rendering merges visual characteristics like texture, reflection, and lighting with physics and motion to create realistic AR shopping experiences.

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The best part is that the virtual try-on solution uses edge computing technology. It does not let consumers’ data leave their devices while trying on. I experimented with the virtual caps and found them easy to use for all genders and ethnicities. Like GlamAR, I can not adjust the cap’s position and size at the time of trying on its virtual caps. 

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Features: 

• 3D virtual caps try-on: There are three try-on modes available: live camera, photo mode, and choose a model. If your customers are not comfortable with live camera or photo mode try-on, they can select a model to see the 3D AR effects. According to their gender, skin tone, or facial features, they can choose a model and experience a cap try-on. They need to choose a hat, cap, or headband and apply it to the model’s head. Consumers can compare their look and save it for future purchases. 

• Multi-channel support: Your customers can try on accessories like hats, caps, headbands, etc., live on your website. They can experience virtual headwear from both mobile and desktop web browsers. 

• In-store AR solution: It allows shoppers to try on caps in real-time, using a smart beauty mirror. In this way, you can transform your customers’ headwear shopping experience without physical trials. It eliminates the need for physical inventory and maintains hygiene. 

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4. Quytech

Once you have successfully established your e-commerce platform, you will be ready to close the deal with customer engagements. Use appropriate AR software to change the way your customers shop. Quytech takes the crown for being your ultimate solution for 3D virtual try-on. Now, consumers can view your products, such as hats, caps, etc., in a real-life setting. It allows them to make a confident purchasing decision without guesswork.

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You can develop mobile apps or add AR features to your website to offer a virtual try-on experience to your shoppers. Quytech’s virtual try-on solution is interactive enough to filter virtual products that support preselection based on the customer’s information. As a result, you can reduce return rates and enhance sales no matter which product you are selling. Beyond VTO technology, it will help you with AR marketing campaigns. 

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It is a feature-packed AR-based app solution that I have found very easy to use. I can try on and compare the 3D models of caps with different designs, colors, and brands through live camera mode. Above all, the software helps you get valuable insights and provides your customers with a personalized shopping experience with the help of AI. 

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Features: 

• Real-time 3D try-on: You can improve the shopping experience of your customers with 3D try-on. Now, shoppers can visualize your products, such as hats, caps, and other accessories, from every angle. The software ensures a realistic simulation of your products and offers a real-time experience. 

• Web-based AR solution:  Quytech creates web-based AR apps for e-commerce consumers. It lets them experience interactive and engaging shopping. Thus, you can make direct connections with your online shoppers through your website. They need no separate app. 

• Compatible software: It develops apps for multiple platforms, such as Android, iOS, React, Flutter, etc. E-commerce owners can offer AR shopping solutions from both mobile and web browsers. 

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5. Sellerpic

Sellerpic is not exactly an AR solution provider, but it is actually an AI image editor. It has AI-driven virtual try-on technology that alters the way of online shopping for accessories. Sellerpic lives up to its name by improving your sales with realistic product visualization and a try-on experience. Available online, it is free to use. Since the software demands zero technical effort, retailers can easily integrate it into their online platform. 

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The software has some limitations. It has only photo mode and preset models available for trying on accessories. For good output, I need to adjust the product ratio in their images. If the object occupies a large space in my uploaded image, I can use the zoom tool to reduce the image size on the white background. In my experience, it has lacked advanced virtual try-on capabilities. Consumers can find the try-on process quite difficult.

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I gave it a try in its caps try-on. It allows me to experiment with hats and caps with different colors and styles. Your customers can adjust the size of caps and compare their looks. It enables themes to download their try-on looks. They can also edit their images for future purposes.

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Features: 

• Realistic preview: Let your customers upload their selfies and select their favorite accessories, like caps, hats, etc, to try on. Then, they will get a real-time experience of how the caps or hats will look on them. The AI technology automatically applies fitting algorithms and ensures an exact fit. Thus, you can receive professional-grade try-on visuals with no photoshoot. 

• Easy-to-integrate: Accessory retailers can convert product images into interactive experiences with the help of this software. They can process bulk collections for online caps try-on. Follow the step-by-step guide to add AR features to your products, such as sun hats, straw hats, baseball caps, etc. 

• Swap product models: Consumers can select models with different body types, genders, skin tones, facial expressions, and nationalities to quickly generate diverse display images. It allows them to swap models, keeping the product unchanged. In this way, you can reach global consumers. Plus, custom model images of try-on poses are also available for your customers. 

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6. Geenee

Geenee offers a live virtual try-on for e-commerce. It provides VTO online and in-store for all categories from apparel to accessories. You will find it easy to integrate AR try-on into your hat product pages. Your customers can experiment with ball caps, fedoras, bucket hats, etc. The software allows you to overlay digital hats in real-time. The best part is: You won’t need to install any app. To optimize the hat inventory, you can use hat try-on for pre-orders. 

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E-commerce owners can reduce sampling needs with hat design processes. Plus, Geenee delivers custom AR projects for web and app platforms. Using these software solutions, you can expand your customer reach, conversion rates, and minimize return rates. Most importantly, AI technology will transform your shop into an interactive 3D AR shopping experience for consumers. Implement it without coding skills. 

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Get support from Geenee’s SDK documentation for creating AR experiences for your products. The face tracking technology will help your customers try on accessories with ease. They can experience virtual try-ons from both mobiles and desktops. Though Geenee provides only a live try-on mode, I found it very useful and accurate. 

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Features: 

• Cross-platform software: It is compatible with Shopify, Wix, WooCommerce, Magento, and so on. Virtual try-on for e-commerce is simple to implement with the Geenee AR Shopify App. You just need to add one line of code and create try-on experiences within your product pages on any platform. 

• AI-driven technology: You can create high-quality 3D models from your 2D product images with the help of AI. It enables your customers to see your headwear products from every angle. As a result, they can make a confident purchase. 

• AR filters: Let your shoppers enhance the video calls with AR filters. It is tailored for hats and caps try-on. They can save and share their best looks with others on social media. 

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Other platforms you can explore for virtual cap try-ons

The virtual try-on market is expanding, with lots of new companies and innovations arriving on the scene. I have already listed the best six virtual caps try-on software SDKs at the moment. But I came across a few others that can be worth a try. Let’s have a look: 

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1. Vossle: It allows your customers to find their favorite caps with the caps try-on technology. According to their facial shape and personality, they can get the right caps. Let them take or upload a photo to try on your huge collection of caps. Also, they can adjust the size by sliding the pointer beneath their photos. Then, consumers can see how the cap looks on them with a touch of a button. As an e-commerce owner, you can get the convenience of easy navigation with a simple UI. 

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2. Auglio: The software has introduced a head measurement tool to ensure the right fit of headwear. If you are selling caps, hats, safety helmets, wigs, etc., online, this technology ensures the perfect fit for your customer’s head. It results in improved customer experience, reduced return rates, and helps consumers select an ideal product for themselves. Plus, the social shopping option lets them invite friends to their try-on sessions. As a result, you will get potential buyers through referrals. The interesting part is: Shoppers will enjoy in-store assisted shopping where they will get product recommendations to try on. 

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3. Camweara: It allows your customers to wear products like hats, caps, etc., anywhere, with the AR-powered virtual try-on. Now, they can try on your huge collections of headwear through any device they have within seconds. I have tried it and found its automatic positioning and placement of caps beyond appreciation. The technology can follow my movement and keep the cap intact on my head during the try-on session. Apart from a live camera, consumers can use models to try on hats and caps. Also, they can save and share their try on looks. 

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How to Choose the Best Virtual Cap Try-On Software?

Virtual caps try-on software SDKs allow e-commerce owners to enhance their customer experience and improve conversions with lower return rates. All the platforms I have mentioned in this roundup have either free trials or a free way to test the basic features. Take your time to experiment with them and consider some essential factors to select the best for your business. Always look for an easy and advanced user experience while choosing virtual cap try-ons.

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A user interface with improved UI/UX, 3D models, and live or photo mode to try on your products might be impactful for your e-commerce. Beyond this, some advanced AR features like head mapping or measurement tools, AI-driven user-specific product recommendations, face detection, etc., are far more useful when it comes to integrating a virtual cap try-on software into your website. Then, you need to compare the pricing structures of every platform.

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It is important to check their subscription plans, free demo trials, technical support, etc. Select the one that will be suitable for your company’s budget and growth plans. Verify if the platform provides regular updates and maintenance. It will help you understand the smooth functioning of features and the incorporation of new innovations. When you are going to pick the best SDK for your e-commerce, consider my tips and test GlamAR, since it contains every feature that I have mentioned for choosing virtual caps try-on software. 

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Conclusion

As fashion tech solutions continue to evolve, adding virtual try-on technology to your e-commerce platform is no longer optional. Now, the future of fashion retail is virtual. So, it is essential to stay competitive and meet the trendy expectations of your customers. AR shopping holds the promise to transform the way they shop. 

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Throw some AR magic with virtual caps try-on solutions. Then, you are not selling products. Rather, you are gathering precious data on how your customers roll. Thus, you can tweak your product inventory and marketing strategies. Choose GlamAR to target fashion tech-savvy consumers and stay ahead of the curve. Talk to them directly.