Content & Design

Point-BERT is a PyTorch implementation of a novel pre-training paradigm for 3D point cloud Transformers, introduced in CVPR 2022. Inspired by BERT, it utilizes a Masked Point Modeling (MPM) task where point clouds are divided into local patches, and a discrete Variational AutoEncoder (dVAE) tokenizes these patches. The pre-training objective involves recovering original point tokens at masked locations, supervised by the dVAE's output. This method significantly advances the capabilities of Transformers for 3D data, facilitating tasks like classification on ModelNet40 and ScanObjectNN, few-shot learning, and part segmentation on ShapeNetPart. It is an essential tool for researchers and engineers working with 3D point cloud analysis.

Coen: AI Video Generator Pro is an iOS mobile application designed to empower content creators, marketers, and storytellers to produce professional-quality videos effortlessly. This ultimate AI video generator transforms various inputs, including text, photos, and creative ideas, into engaging short-form videos. Users can quickly generate cinematic scenes or social media-ready reels in a matter of seconds, streamlining the video production process. The tool focuses on intuitive, AI-powered innovation to reimagine video production, making it accessible for creating dynamic visual content directly from an iPhone. It aims to redefine creativity through conversation, offering a powerful solution for rapid video creation.

ProtoBoost.ai is an AI-powered prototyping engine designed to accelerate the product development lifecycle. It enables users to quickly turn ideas into reality by streamlining product validation, significantly cutting development costs, and accelerating time-to-market. The platform leverages artificial intelligence to provide insights and capabilities that support rapid prototyping. This tool is ideal for individuals and teams looking to efficiently test and refine their product concepts, ensuring they meet market demands with greater speed and less expenditure. ProtoBoost.ai focuses on making the prototyping process more efficient and data-driven, helping users validate their ideas effectively.

Image-Generation-CoT is an official repository for research papers exploring Chain-of-Thought (CoT) reasoning in image generation. This project provides the first comprehensive investigation into applying CoT strategies to verify and reinforce image generation scenarios. It focuses on three key techniques: scaling test-time computation (ORM, PRM, PARM, PARM++), aligning model preferences with Direct Preference Optimization (DPO), and integrating these techniques for complementary effects. The repository includes training code, data, and checkpoints for fine-tuning models like ORM and PARM, and for training with DPO. It also details evaluation methods for baseline models and various CoT approaches, demonstrating significant improvements in image generation performance.

Paper Design is a modern and powerful design tool designed to help teams create, share, and ship their best work. It functions as a connected canvas, integrating teams, AI agents, code, and data within a unified design environment built on web standards. Key features include Paper Desktop for a new design workflow connecting visual work with apps, agents, and repositories, and the ability to sync design tokens, styles, and components between codebase and canvas. The tool supports connecting any IDE or CLI agent, allowing for a shared layer between code and design. It also enables users to bring real content and data from various apps and databases, facilitating design with actual information rather than placeholders. Paper Design leverages AI agents to handle repetitive tasks like responsive layouts and style variations, freeing designers to focus on creative decisions.

Image-restoration-sde is an open-source project offering official PyTorch implementations of advanced image restoration techniques, including IR-SDE (ICML 2023) and Refusion (CVPRW 2023). These methods leverage Mean-Reverting Stochastic Differential Equations and latent-space diffusion models to address various image degradation problems. The tool is capable of handling tasks such as image deraining, dehazing, denoising, deblurring, super-resolution, and shadow removal. It provides pre-trained models and detailed instructions for training and evaluation, making it a valuable resource for researchers and developers in the field of image processing and computer vision. The Refusion method was notably the winning solution for the NTIRE 2023 Image Shadow Removal Challenge.

Story To Video is an AI-powered tool hosted on Hugging Face, designed to convert textual stories into video content. While the concept suggests potential applications in educational content creation and social media video generation, the current status of the tool indicates a runtime error, preventing its functionality. The platform is presented as a Hugging Face Space by Gradio-Blocks, implying a web-based interface. However, due to the persistent error, users are unable to access or utilize its video generation capabilities at this time. The tool's license is MIT, suggesting an open-source or freely usable nature once operational.

PaletteMaker is a free, AI-powered online tool designed for creatives and color enthusiasts to generate unique color palettes. It stands out by allowing users to instantly preview generated color schemes on pre-made design examples across various creative fields, including UI/UX, illustrations, web designs, branding, logos, and posters. This feature helps users understand how colors interact in real-world applications. The tool supports 2, 3, 4, and 5-color palettes and offers powerful export options, including Procreate, Adobe ASE, image, and code formats. PaletteMaker is crafted to be intuitive for both designers and non-designers, making color theory accessible and practical for creating impactful designs.

Style-aligned Sdxl is an AI tool hosted on Hugging Face, designed for generating images with a focus on style alignment. While the live website currently displays a runtime error, the tool's name and context suggest its primary function is to create visual content that adheres to a particular aesthetic or style. This capability is valuable for users who need consistent visual branding or specific artistic directions in their generated images. As a Hugging Face Space, it is typically accessible for free, making it an attractive option for individuals and small teams exploring AI-driven image creation without significant investment.

Radian OS is an open-source design and development library built using React, Radix, and Tailwind CSS, aimed at helping developers ship next-generation products and solutions. It offers a comprehensive collection of high-quality, reusable components, animations, and UI blocks that can be installed via CLI or copied directly into projects, requiring no configuration. The library emphasizes rapid development, pixel-perfect consistency through seamless design-to-code sync with Figma, and a tree-shakable architecture for ultra-light bundles. Radian OS also features a themeable system for easy restyling, responsive typography, color presets, motion components, and type-safe UI components, making it ideal for building modern, accessible, and performant web applications.

Cory is an AI browser companion designed to enhance your web browsing experience by allowing you to interact with webpages like a friend. It reads and understands content, including text and images, to answer questions, summarize information, and provide key points. Users can highlight any text for instant makeovers, simplifying language, making it more formal, or fixing grammar. A key differentiator is its strong focus on privacy, processing data locally in your browser and requiring users to bring their own OpenAI API key, ensuring zero tracking or data collection. It's available as a free browser extension for Chrome and Edge.

Mood Dial is an innovative iOS application designed for Apple Music users, allowing them to select music based on their current mood rather than traditional search methods. With a unique dial interface, users can choose from 30 pre-defined moods like Energize, Focus, or Chill, or create custom moods by typing or speaking their feelings. The app integrates seamlessly with Apple Music's catalog of 100 million songs, ensuring a dynamic and ever-changing listening experience that adapts to context like time of day and energy level. It supports iPhone, iPad, CarPlay, Siri, widgets, and Control Center, offering versatile access. Optionally, Mood Dial can read Apple Health data to suggest moods, with all health data processed on-device to ensure privacy.

Molypix AI is an AI-powered graphic design tool designed to help users create professional, editable designs from simple text prompts. It eliminates the need for extensive design skills, allowing anyone to generate high-quality visuals such as posters, invitations, LinkedIn posts, and logos. A key differentiator is its ability to produce fully editable, layered designs, giving users complete creative control to modify text, adjust layouts, add elements, and refine details without starting over. The platform also offers AI templates that adapt to various scenarios, ensuring brand consistency with its Brand Kit feature. Users can upload their own images and logos, and all designs are automatically saved and organized for easy access.

MultiTalk is an innovative audio-driven multi-person conversational video generation framework, presented at NeurIPS 2025. It allows users to create videos featuring multiple characters engaging in conversations, singing, and other interactions, all driven by multi-stream audio input. Users provide a reference image and a prompt, and MultiTalk generates a video with consistent lip motions synchronized with the audio. Key features include support for both single and multi-person video generation, interactive character control via prompts, and generalization capabilities for cartoon characters and singing. The tool offers resolution flexibility (480p & 720p) and supports long video generation up to 15 seconds, with ongoing developments for longer durations and enhanced performance.

AI Cartoon Photo Editor, developed by Bytecore Interactive, is a mobile application designed to transform ordinary photos and selfies into unique digital art. Utilizing advanced AI technology, the app allows users to convert their images into various artistic styles, including anime, cartoons, and illustrated art. With a wide selection of AI art styles available, ranging from Studio Ghibli vibes to comic book aesthetics, users can easily experiment with different looks. The tool is designed for quick and effortless transformation, requiring just one tap to apply the desired style. It's an ideal solution for anyone looking to add a creative and artistic touch to their photos without needing complex editing skills.

Motionscribe is a dedicated macOS application designed for quickly creating professional-looking, music-synced promo videos. Users can write a script, select a style, and the tool automatically transitions content in sync with any song using real-time beat detection. It supports adding text, videos, and images, and allows for the creation of wide, tall, or square video formats. Motionscribe offers a one-time purchase model, providing lifetime access to all features, unlimited projects, and unlimited exports, along with one year of updates. This eliminates the need for subscriptions, making it a cost-effective solution for content creators.

MagicDrive-V2 is the official implementation of the ICCV 2025 paper "MagicDrive-V2: High-Resolution Long Video Generation for Autonomous Driving with Adaptive Control." This open-source tool, built on the DiT architecture, addresses the challenges of scalability and control condition integration in video synthesis for autonomous driving applications. It generates realistic, high-resolution, and long street-view videos with diverse 3D geometry control and multiview consistency. The system enhances scalability through flow matching and employs a progressive training strategy for complex scenarios. By incorporating spatial-temporal conditional encoding, MagicDrive-V2 achieves precise control over spatial-temporal latents, significantly improving video generation quality and controls for autonomous driving tasks.

GPT4V-Image-Captioner is a versatile image processing toolbox built with Gradio, designed for efficient image tagging. It leverages powerful AI models such as GPT-4-vision, Claude 3 API, cogVLM, Qwen-VL (Alibaba Cloud), and Moondream for comprehensive image analysis. Key functionalities include one-click installation for ease of use, support for both single image and multi-image batch tagging, and visual tag analysis. The tool also features image pre-compression, keyword filtering, and watermark image recognition, making it a robust solution for various data labeling needs. It is compatible with both Windows and Linux/macOS operating systems, providing detailed installation guides for both automatic and manual setups.

Real Or AI is an innovative photo recognition tool designed to push the boundaries of visual discernment. It provides users with a unique challenge: to differentiate between authentic photographs and images created by artificial intelligence. By testing instincts and observational skills, the tool helps users identify the subtle variations and characteristics that distinguish real captures from AI-generated content. This platform is ideal for anyone interested in understanding the evolving landscape of digital imagery and improving their ability to spot AI-generated fakes. It offers an engaging way to explore the capabilities of AI in image creation and the nuances that still set human-captured photos apart.

text2image is an open-source project that implements a model for generating images from natural language descriptions. Based on research presented at ICLR 2016, this tool iteratively draws patches on a canvas while attending to relevant words in the provided description. It offers code for training models on datasets like MNIST with captions and Microsoft COCO, allowing users to generate images from their own textual inputs. The project is written in Python and requires specific dependencies like Theano, numpy, scipy, and h5py. It's ideal for researchers and developers interested in exploring attention-based image generation.

Storytime is an innovative online platform that transforms family photos into personalized, AI-illustrated children's stories and cards. Users can craft unique narratives with custom text and describe the desired images, which are then generated by AI. The tool allows for the integration of family members into stories by uploading their photos. Creations can be downloaded for home use or ordered as professionally printed and shipped hardcover books, fostering a tangible reading experience. Storytime also offers various e-card options, including Christmas, Thanksgiving, Birthday, Halloween, and Diwali cards, all enhanced with AI illustrations. The platform aims to help families create magical, personalized content and enjoy story time together, disconnecting from screens.

AI Portrait Series of Photos is an iOS mobile application designed to effortlessly transform a single user-provided image into a diverse collection of AI-generated portrait photos. This tool empowers users to create a wide array of professional or artistic portrait styles from one source photo, making it ideal for generating unique profile pictures, avatars, or creative social media content. Its focus on portrait generation from a single input image offers a convenient way to produce varied visual content without needing multiple photo shoots or advanced editing skills.

Capte is an AI-powered tool designed to streamline video content creation, making it faster and simpler for creators, agencies, and businesses. It automatically transcribes videos in seconds, generates subtitles, and offers translation into dozens of languages. Users can customize subtitle styles with themes, effects, and emojis, and automatically generate short video clips from longer content for social media platforms like Instagram, TikTok, and YouTube Shorts. The tool also assists with generating social media posts for associated networks and exports videos in Full HD and 4K quality, supporting various import formats like HDR, MP4, and MOV.

ManageArtworks is a comprehensive packaging and labeling artwork management software designed to simplify processes for industries like FMCG and Pharma. The platform streamlines artwork proofreading, digital asset management, and copy management, ensuring accuracy and compliance. Key features include AI-powered proofing tools for image, text, barcode, spell, font, and color analysis, as well as version control and audit trails. It facilitates collaboration across departments like marketing, regulatory affairs, and R&D, and integrates with Adobe Illustrator and InDesign via a plugin. ManageArtworks also offers a dieline repository, 3D visualization, and print inspection capabilities, helping businesses accelerate time to market and maintain regulatory adherence.