UPTECH'S PRODUCT
DYVO FOR BUSINESS
How we built an AI app for creating studio-quality product photos
Overview
OVERVIEW
Images are well-known marketing tools that can aid with customer engagement and conversion. But image creation is a vicious cycle here. The process involved tedious design works until generative AI emerged.
Opportunity called and evolved into the idea of an AI-driven photo editor – Dyvo.ai for business.
We expanded Dyvo.ai – an AI-powered application for generating fancy AI avatars from your selfies into Dyvo.ai for business. Dyvo.ai for business helps generate mesmerizing brand-aligned product photos with AI. Our tool makes it effortless to remove background and create new eye-catching backgrounds.
Dyvo.ai is an AI app for generating fancy AI avatars in no time
SERVICES
Product Management
User Research
Business Analysis
Design
Mobile Development
Backend Development
Quality Assurance
PLATFORMS
AI
Entertainment
TEAM SIZE
3 people
LOCATIONS
USA
TIMELINE
Jan 2023
BUDGET
Confidential
SPENT HOURS
Confidential
CHALENGE AND SOLUTIONS
Remove background and pre-process photos
A high-quality input image of the product itself is essential to generate a production-ready quality photo. Ideally, it should be already in a suitable resolution with cropped background, bright lightning, etc. However, users submit various image types, and initial pre-processing is necessary.
The biggest challenge in pre-processing was getting the background removed correctly without cropping the actual object.
Solution: Test different options and pick the best one
We’ve tried different APIs and models to remove the background (like remove.bg, erase.bg, models on Replicate, custom models). The ready-made API remove.bg showed the best output, but it comes at a higher cost and is primarily designed for general use cases. It doesn’t work for us right as we needed the one focused on product shots. We decided to test, fine-tune, and customize one of the open-source models. Launching it on our own GPU on-demand network, we killed two birds with one stone: it’s a cost-effective solution focusing on e-commerce products.
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CHALENGE AND SOLUTIONS
Remove background and pre-process photos
A high-quality input image of the product itself is essential to generate a production-ready quality photo. Ideally, it should be already in a suitable resolution with cropped background, bright lightning, etc. However, users submit various image types, and initial pre-processing is necessary.
The biggest challenge in pre-processing was getting the background removed correctly without cropping the actual object.
Solution: Test different options and pick the best one
We’ve tried different APIs and models to remove the background (like remove.bg, erase.bg, models on Replicate, custom models). The ready-made API remove.bg showed the best output, but it comes at a higher cost and is primarily designed for general use cases. It doesn’t work for us right as we needed the one focused on product shots. We decided to test, fine-tune, and customize one of the open-source models. Launching it on our own GPU on-demand network, we killed two birds with one stone: it’s a cost-effective solution focusing on e-commerce products.
02
CHALENGE AND SOLUTIONS
Remove background and pre-process photos
A high-quality input image of the product itself is essential to generate a production-ready quality photo. Ideally, it should be already in a suitable resolution with cropped background, bright lightning, etc. However, users submit various image types, and initial pre-processing is necessary.
The biggest challenge in pre-processing was getting the background removed correctly without cropping the actual object.
Solution: Test different options and pick the best one
We’ve tried different APIs and models to remove the background (like remove.bg, erase.bg, models on Replicate, custom models). The ready-made API remove.bg showed the best output, but it comes at a higher cost and is primarily designed for general use cases. It doesn’t work for us right as we needed the one focused on product shots. We decided to test, fine-tune, and customize one of the open-source models. Launching it on our own GPU on-demand network, we killed two birds with one stone: it’s a cost-effective solution focusing on e-commerce products.
03
CHALENGE AND SOLUTIONS
Remove background and pre-process photos
A high-quality input image of the product itself is essential to generate a production-ready quality photo. Ideally, it should be already in a suitable resolution with cropped background, bright lightning, etc. However, users submit various image types, and initial pre-processing is necessary.
The biggest challenge in pre-processing was getting the background removed correctly without cropping the actual object.
Solution: Test different options and pick the best one
We’ve tried different APIs and models to remove the background (like remove.bg, erase.bg, models on Replicate, custom models). The ready-made API remove.bg showed the best output, but it comes at a higher cost and is primarily designed for general use cases. It doesn’t work for us right as we needed the one focused on product shots. We decided to test, fine-tune, and customize one of the open-source models. Launching it on our own GPU on-demand network, we killed two birds with one stone: it’s a cost-effective solution focusing on e-commerce products.
04
Main features of the dyvo for business app
Removing background
Remove the background in 1 click by uploading a good product photo taken by phone.
Choose Backgrounds
Choose one of many background prepared by Dyvo’s designers.
Design your own backgrounds
Create the background by providing inputs on what users want or don’t want to see.
Resize / upscale your product photo
Set up the size for your product photos, upscale images up to 4k just in a click for Amazon, Shopify, Etsy, or Instagram.
Product photo editing
Add more products, text, and elements to customize images and match your brand style and goals.
Dyvo.ai for business is grist to the mill for e-commerce stores, helping them generate studio-quality product photos in cost-effective ways.
Our focus on the needs of the e-commerce owners motivated us to create the best AI-powered photo editor tool. Based on our experience in Generative AI and product mindset, we created a tool for awesome brand-aligned product photos with business needs in mind.
It is exciting to see how we assisted e-commerce businesses in producing excellent images affordably and without spending too much time on them.
Drop us a line to learn more about how Uptech can bring your bold idea to life.
DYVO.AI FOR BUSINESS
How we built an AI app for generating fancy AI avatars in no time
DYVO.AI FOR BUSINESS
How we built an AI app for generating fancy AI avatars in no time
DYVO.AI FOR BUSINESS
How we built an AI app for generating fancy AI avatars in no time
Let's talk!
Office:
Vrijewade 8, Nieuwegein
Utrecht
The Netherlands