Challenges

Hands-on AI projects from beginner to expert. Pick a challenge and start building.

Showing 1-25 of 25 challenges

AI Visual Content Pipeline

Design and build an end-to-end automated visual content pipeline that ingests briefs, generates images across multiple models, applies brand-consistent post-processing, runs quality checks, and publishes to multiple channels. Includes a DAG-based workflow editor, A/B testing of visual variants, and enterprise-grade observability.

AI Image & Design25-40 hours

AI Image SaaS Platform

Build a production-ready SaaS platform for AI image services with user authentication, credit-based billing, API key management, usage dashboards, rate limiting, and a public API. Combine generation, editing, and enhancement features into a monetizable product.

AI Image & Design20-30 hours

AI Texture & Material Generator

Build a tool that generates seamless, tileable textures and PBR material maps (diffuse, normal, roughness, displacement) from text descriptions. Include a real-time 3D preview of the material applied to various shapes and export for game engines and 3D software.

AI Image & Design8-12 hours

AI Creative Studio

Create a full-featured creative studio that unifies image generation, editing, style transfer, upscaling, and asset management into one cohesive workspace. Support project-based workflows, team collaboration, and a reusable asset library with version history.

AI Image & Design12-18 hours

AI Image Editing Suite

Build a comprehensive browser-based image editor that combines traditional editing tools (crop, rotate, adjust) with AI-powered features like smart object removal, generative fill, automatic subject selection, and text-to-edit commands for hands-free editing.

AI Image & Design10-15 hours

AI Design System Generator

Create a tool that generates a complete UI design system from a brand description or reference screenshot. Output includes a color token system, typography scale, component library previews, spacing guidelines, and exportable design tokens in multiple formats.

AI Image & Design7-10 hours

3D Model Generator from Images

Build a tool that converts 2D photographs into 3D models or depth maps using AI. Users upload one or more photos of an object, and the system generates a 3D mesh, point cloud, or depth visualization that can be viewed in an interactive 3D viewer.

AI Image & Design6-9 hours

Multi-Model Image Playground

Create a playground application that lets users compare outputs from multiple image generation models side by side. Send the same prompt to DALL-E, Stable Diffusion, Midjourney (via API), and Flux, then display and rate the results in a unified interface.

AI Image & Design5-7 hours

AI Photo Restoration Tool

Build a photo restoration application that repairs old, damaged, or faded photographs using AI. Support scratch removal, color restoration for black-and-white photos, face enhancement, and resolution upscaling to breathe new life into vintage images.

AI Image & Design5-7 hours

AI Brand Asset Generator

Create a brand identity toolkit that generates a complete visual package from a company description: logo, color palette, typography pairing, social media templates, and brand guidelines document, all powered by AI generation and design rules.

AI Image & Design6-8 hours

AI Visual Search Engine

Build a visual search application where users upload an image and the system finds visually similar images from a dataset. Implement image embeddings, vector similarity search, and a results interface with relevance scoring.

AI Image & Design5-7 hours

AI Comic Strip Creator

Create a comic strip builder where users describe scenes in natural language and AI generates consistent panels with characters, speech bubbles, and visual storytelling. Support multiple panel layouts and consistent character appearance across frames.

AI Image & Design5-8 hours

AI Interior Design Visualizer

Build an interior design tool where users upload a room photo and AI reimagines it in different styles such as modern, Scandinavian, industrial, or bohemian. Include furniture detection, color scheme suggestions, and a shopping list of recommended items.

AI Image & Design5-7 hours

AI Logo Generator

Create a logo design tool that generates professional logos from brand descriptions. Users enter their company name, industry, and style preferences, then browse and customize AI-generated logo variations with different fonts, colors, and layouts.

AI Image & Design4-6 hours

AI Image Inpainting Editor

Build an image inpainting tool where users paint a mask over parts of an image and AI fills in the masked region with new content based on a text prompt. Support object removal, object replacement, and scene extension use cases.

AI Image & Design4-6 hours

AI Product Photo Enhancer

Create a product photography enhancement tool that uses AI to improve lighting, remove distracting backgrounds, add professional studio backdrops, and generate lifestyle context shots from simple product photos.

AI Image & Design3-5 hours

Sketch-to-Image Converter

Build an application where users draw rough sketches on a canvas and AI transforms them into polished, realistic or stylized images. Include a drawing toolbar, color picker, and multiple output style options.

AI Image & Design4-6 hours

AI QR Code Art Generator

Create a tool that generates artistic, scannable QR codes by blending AI-generated imagery into the QR pattern. Users enter a URL, describe a visual theme, and receive a beautiful QR code that remains fully functional.

AI Image & Design3-5 hours

AI Style Transfer Filters

Build a photo filter application that applies artistic style transfer using AI. Users upload a photo and choose from styles like Van Gogh, Monet, comic book, anime, or cyberpunk, then preview and download the stylized result.

AI Image & Design3-5 hours

AI Color Palette Extractor

Create a tool that extracts dominant color palettes from uploaded images using computer vision. Display palettes with HEX, RGB, and HSL values, suggest complementary colors, and let users export palettes for design tools like Figma or Tailwind config.

AI Image & Design2-4 hours

AI Meme Generator

Build a meme creation tool that uses AI to generate both images and captions. Users can describe a meme concept in natural language, choose from popular templates, customize text placement and fonts, and share directly to social media.

AI Image & Design3-5 hours

AI Image Upscaler

Create an image upscaling application that enhances low-resolution photos to high resolution using AI super-resolution models. Support multiple scale factors (2x, 4x, 8x) and show side-by-side quality comparisons.

AI Image & Design2-4 hours

AI Background Remover

Build a tool that automatically removes backgrounds from photos using AI segmentation. Users can replace the background with solid colors, gradients, or custom images, and export the result in PNG with transparency.

AI Image & Design3-5 hours

AI Image Captioning Tool

Create an application that generates descriptive captions and alt text for uploaded images using vision AI models. Support batch processing, tone adjustments (formal, casual, poetic), and one-click copy for accessibility workflows.

AI Image & Design2-4 hours

AI Avatar Generator

Build an avatar generator that creates unique profile pictures from text prompts or uploaded photos. Users can choose from cartoon, pixel art, watercolor, and realistic styles, then download or share their creations.

AI Image & Design3-5 hours