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.

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.

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.

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.

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.

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.

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.

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

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.

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.

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.

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

Zing Coach uses AI and body‑composition data to create tailored workout plans, monitor form via computer vision, adjust volume based on fatigue, and track nutrition and body‑fat/lean changes across devices.

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.

FashionLabs AI Clothes Remover & Clothing Changer lets users upload full‑body photos to quickly erase and swap garments. The AI generates realistic virtual try‑ons with accurate drape, fit, skin tone, and holiday styles, suitable for social media or e‑commerce previews.

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.

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.

Perfect Hairstyle is an AI web application that analyzes face shape to provide personalized hairstyle recommendations. Its virtual try-on feature allows users to visualize different looks, while expert tips enhance hairstyling knowledge and maintenance techniques.

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.

WearView is an AI-powered fashion photography tool that transforms garment images into visuals featuring AI-generated models. Users upload clothing images, select models, and receive professional-quality photos in seconds, enabling virtual try-ons and reducing production costs.

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.

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.

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.

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.

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.

CoStyle is a mobile app that connects users with professional stylists via an AI body‑match algorithm. It guides wardrobe choices, schedules appointments, and lets stylists manage bookings, communicate, and showcase portfolios for users.

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.

GigaBody AI Muscle Filter uses AI to deliver precise muscle visualization and body‑composition analysis, enabling gyms to replace costly equipment with scalable, low‑overhead solutions. It tracks performance, models realistic transformations, and informs training plans.

The AI Posture Reminder App for macOS uses computer vision to monitor and improve user posture, providing real-time alerts and personalized reminders, while ensuring data privacy by storing information locally. Compatible with macOS Sonoma, it supports health-focused work habits.

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

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.

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.

AI Outfitis is an AI outfit generator that visualizes clothing styles by analyzing uploaded photos and integrating realistic outfit recommendations. Users can experiment with diverse looks and download high-quality images of their personalized styles.

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.

Huhu.ai is an AI-powered fashion modeling tool that transforms flat lays and hangers into customizable, photorealistic models for e-commerce. It enables bulk generation, virtual try-ons, and workflow automation to cut costs and streamline product visualization.

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.