Body Shape Aware Fitting

AI virtual try-on that lets users upload a photo and apply tops, pants, dresses, shoes, glasses and hairstyles with body-shape fitting, masking, alignment and blending, 360° previews, color/length edits, scene composition and one-click downloads.

Shape is a personalized and real-time recommendation system for various industries such as e-commerce, media, and marketplaces that helps to increase engagement, revenue, and content discovery with an easy-to-use API tool.

Outfit Anyone AI offers instant virtual try‑on by applying a two‑stream diffusion model that accurately deforms garments on any body shape. Users upload photos, adjust fit, and view realistic results on desktop, tablet, or mobile, with optional pose‑to‑video integration.

FitnessAI applies AI‑driven progressive overload, adjusting sets, reps, and weights in real time to sustain strength gains. It customizes 5–30 minute workouts for any equipment, syncs Apple Watch data for adaptive recovery, and offers guided demos with 3D body scans.

Unified Data‑Driven Merchandising platform bundles Fit Predictor, Style Finder, and Outfit Maker into a single integration point. It delivers instant size recommendations, visual search, and hyper‑personalized outfit suggestions, boosting conversion, AOV, and repeat purchases.

Web‑based bike fitting that mimics professional studios. Riders complete a mobility check, record a stationary‑trainer video, and receive AI‑generated sizing and position recommendations. Fitters and coaches track progress, set goals, and compare models through a unified dashboard.

BodBot uses AI to deliver personalized workout plans that adapt to real‑time biometric data, while offering nutrition guidance that recalculates macros after each session. It tracks progress, supports joint‑friendly exercises, and syncs with Apple Watch, Fitbit, and other wearables.

SnapMeasureAI is a cloud-based AI that creates accurate 3D body measurements from two smartphone photos in under ten seconds, extracting 10,000+ points. It delivers instant, privacy‑protected sizing data to reduce returns and help shoppers find a precise fit.

Face Shape Detector is a web-based AI tool that analyzes your facial structure from an uploaded photo. It then provides instant, personalized recommendations for the most flattering hairstyles and makeup.

FAT2FIT uses AI to generate realistic before‑and‑after body images, letting users visualize potential fitness results. It provides detailed body metrics, progress stats, and multiple transformation scenarios for informed goal setting and motivation.

Gesichtsform bestimmen lets users upload a photo to detect facial landmarks and classify the face into one of six shapes—long, oval, square, round, heart, or diamond—using machine learning, with results generated server‑side without image storage.

Outfits AI lets users upload a photo to virtually try on clothing from online stores, showing fit with patterns and prints. It lets shoppers gauge size and style, while merchants can create product images to cut returns and inventory costs.

QOVES analyzes facial structure with 521 landmarks and 160+ aesthetic metrics, producing research‑based, personalized plans for skincare, lifestyle, and low‑invasive procedures that improve symmetry, confidence, and perceived attractiveness.

IDM VTON uses a two‑stream conditional diffusion model to overlay garments onto user photos with realistic detail. It maintains shape across body types, offers a clothing library, and lets users adjust fit via an intuitive interface on desktop or mobile.

CustomFit.ai is a no‑code platform for e‑commerce and CMS owners, enabling A/B testing and content personalization with drag‑and‑drop editing, real‑time AI optimization, pre‑built widgets, and analytics across Shopify, WooCommerce, BigCommerce, Magento, Salesforce, WordPress, Webflow, and custom sta

SHRED generates adaptive AI‑driven training plans that adjust weights, tempo, and rest to match users’ goals, equipment, and schedule. It tracks progress with charts, offers various workout styles, and includes community challenges for accountability.

FitLens uses webcam‑based computer‑vision to track 33 body keypoints in real time, delivering instant posture feedback for push‑ups, squats, lunges, and planks. Users view progress dashboards and exercise histories to track performance.

Fitbod generates personalized strength‑training routines based on goals, fitness level, and equipment. Its algorithm tracks progress, applies progressive overload, and adjusts plans for recovery. The app logs sessions, advises optimal muscle targeting, and guides users from beginners to advanced lif

Eye Shape AI analyzes a face photo to classify eye shape (almond, round, upturned, downturned, wide‑set, close‑set). It provides makeup tips, eyeglass recommendations, and tracks changes over time for individuals.

PlanFit is an AI workout planner catering to beginners, offering personalized plans, optimized exercises, and detailed guides for effective workouts. With 'Max' as a virtual trainer, users can track progress and stay motivated on their fitness journey.

BestLOOK.ai uses AI to simulate subtle cosmetic changes, offering a single‑click before‑and‑after preview for face shape, nose, and lips. It tailors minimal adjustments to each face, aiding personal decisions and professional consultations.

ResuFit is an AI resume builder that generates ATS-optimized resumes and cover letters from job ads or uploaded profiles, maps keywords, supports Word/PDF/LinkedIn export, integrates with cloud drives, and offers interview practice and application tracking.

Shape turns plain‑English questions into SQL‑driven insights, delivering accurate answers, visual charts, and real‑time dashboards via API, Slack, or Teams bots. It offers secure, compliant analytics for analysts, marketers, and product managers without coding.

Fitez is an AI sizing tool for fashion brands that analyzes customer body dimensions to provide personalized size recommendations, reducing return rates by up to 30% and enhancing customer satisfaction through improved fit accuracy.

Tatship lets users preview tattoos in 3D on their body via camera or photo upload. It blends designs with skin tone, lighting, and curvature, allowing size, style, and placement adjustments before commitment. Artists embed it for client consultations.

FASHN AI transforms single product photos into realistic on‑model images, offering model swaps, outfit changes, and a virtual try‑on studio. It generates cohesive, studio‑quality photos, short videos, and fitting rooms—saving time and re‑shoot costs.

Pear Health Labs offers AI-driven digital coaching software that creates personalized fitness plans based on individual physiological data. It features on-demand audio coaching and seamless connectivity to wearables and gym equipment, enhancing tracking and engagement in workouts.

FitMachine offers AI‑driven workouts that fit any schedule and setting. It assigns character‑based virtual trainers, adjusts intensity in real time, tracks performance, and delivers personalized plans to help users meet fitness goals.

Rate Body offers AI-driven body assessments based on user-uploaded photos, providing instant feedback, numerical scores, tailored recommendations, and progress tracking to support fitness journeys focused on aesthetics and health indicators.

Cladwell catalogs a user’s wardrobe, aligns outfits with weather and personal style, and offers daily outfit recommendations. It tracks wear frequency, highlights unused items, and promotes cost‑effective, sustainable clothing choices.

AI Boobs lets users upload JPEG, PNG, or BMP images to apply AI‑driven breast enlargement and shape adjustment with adjustable sliders. Images can be previewed, downloaded, and processed securely, supporting portrait or full‑body photos with customizable resolution.

Faitness.io delivers AI‑generated workout plans tailored to age, goals, and equipment, balancing strength, cardio, and flexibility. It adjusts intensity progressively, ensuring safe, efficient routines for both beginners and advanced users.

VirtualFit AI is an image editing tool that enables users to swap clothing, change colors, remove backgrounds, restore photo quality, and extend images. It simplifies photo enhancement for fashion enthusiasts and social media users.

Aesty uses AI to turn Instagram, TikTok, or Pinterest screenshots into personalized outfits, lets users virtually try them on, catalogs existing wardrobe photos, recommends matching combinations and shoppable items, offers travel packing lists, and learns style over time.

fitroom.ai is an AI virtual try-on tool that transforms flat garment photos into realistic model images with accurate fabric drape, folds, and body fit. Users upload clothing images, select models, and generate catalog-ready visuals for ecommerce, ads, and marketing—all without physical samples.

Wardrobe AI lets users upload up to ten photos to train a model that delivers personalized weekly outfit suggestions based on selected colors and styles. Recommendations link to a catalog for easy purchase, with temporary image storage for privacy.

Prime AI protects e‑commerce by blocking guest‑checkout fraud while keeping the checkout flow smooth. Its Size Finder Suite delivers clothing, footwear, and bra recommendations, and virtual try‑on visualizes garments on shoppers’ bodies. It integrates with Shopify Plus, Salesforce, and Magento.

AIClothSwap is a virtual try-on tool that lets users swap entire outfits or up to six individual garments at once, combining separate pieces into a single on-model result. It also allows background, scene, and pose changes via text or presets, with automatic body detection ensuring realistic texture

Weights & Biases is an AI developer platform that simplifies machine learning experiments with tools for tracking, visualizing, and optimizing models. It enhances workflow efficiency through interactive visualizations and collaboration features.

Photograph‑based AI calculates body‑fat percentage within seconds using shape and distribution analysis. No data is stored beyond the image. Repeatable weekly or monthly, it supports consistent tracking across genders and body types.

Halo is an open‑source AR glasses platform with OLED display, bone‑conduction audio, and on‑device AI powered by Alif B1 Cortex‑M55, enabling real‑time multimodal conversations, context capture, and cross‑platform app development via Lua on ZephyrOS.

Uwear AI converts single garment photos into studio‑quality images, offering multi‑angle shots, 5‑second clips, and optional 4K upscaling. Its batch processing, model‑consistent branding, and virtual try‑on with Shopify integration streamline catalog creation and enhance shopper engagement.

Posturise is an AI-driven online platform for bike fitting, offering personalized advice on bike setup by analyzing pedaling videos. It helps cyclists optimize posture and performance, supporting various users including racers, bike shops, and health professionals.

Konfiwear lets designers and retailers create, customize, and sell sports apparel with a real‑time 3D kit designer. It exports print‑ready files, integrates with e‑commerce platforms, tracks production, and supports multilingual, RTL, and drag‑and‑drop interfaces.

AI Fitting Room is a virtual closet styling assistant that uses augmented reality for try-ons, allowing users to visualize outfits and manage their wardrobes. It simplifies outfit selection and encourages fashion experimentation for both enthusiasts and casual shoppers.

Supafit is an AI-driven personal trainer and workout tracker that provides tailored coaching, adaptable workout plans, and 24/7 support, helping users efficiently achieve their fitness goals while tracking progress and enhancing motivation through a points system.

FashionAI is an AI-powered app and chatbot that recommends unique fashion styles based on user preferences.

Custom t-shirt design tool

FaceSymAI analyzes a user‑uploaded photo to assess facial symmetry, comparing eye, nose, mouth, and overall shape. It generates a concise report on symmetrical and asymmetrical traits, with no image storage for privacy.

BrideLook AI Hairstyle Designer analyzes a selfie to determine face shape and suggests up to 25 bridal hairstyles. Users view multi‑angle previews, download high‑resolution images, and share directly to social media.