Interpolation Algorithms

The Google-research/frame-interpol is a public API tool that allows users to run models to interpolate frames in large scenes of motion with state-of-the-art results, and is typically completed within 36 seconds using NVIDIA T4 GPU hardware.

AI Video Enhancement enlarges and improves video/images with no quality loss, scaling to 2K/4K/8K, noise‑reducing, colorizing black‑and‑white, interpolating up to 240fps for smooth slow‑motion. Supports MP4, MOV, MKV, AVI, JPG, PNG, BMP, GIF, WEBP; batch ZIP; desktop for Mac/Windows.

Stability AI has recently launched the Stable Animation SDK, a text-to-animation tool for developers that enables advanced stable diffusion models.

IntMath is an AI‑powered platform delivering instant, step‑by‑step solutions for algebra, geometry, trigonometry, calculus, physics, and word problems. Users can type or upload images, view graphs, and request human tutor support.

Stable Diffusion Online lets users generate photo‑realistic images from text using the Stable Diffusion XL model. It offers fast GPU‑accelerated rendering, real‑time inpainting/outpainting, a 9‑million‑entry prompt database, and no prompt or image storage.

Topaz Video AI is a powerful video enhancement tool that uses AI models to upscale, deinterlace, stabilize, and interpolate frames for high-quality results.

TensorPix enhances SD video to 4K 60FPS, removes artifacts from VHS and old footage, offers real‑time call improvement, batch processing, API integration, and cloud GPU processing—no local install needed.

MathGPT delivers step‑by‑step solutions for algebra, calculus, geometry, physics, and more. Users upload text, photos, or PDFs to receive instant explanations, animated video tutorials, adaptive quizzes, and graphing tools—available 24/7 on web and mobile.

AnimateDiff transforms text prompts or static images into short video clips by generating key frames with Stable Diffusion and interpolating realistic motion. It supports ControlNet editing, works in AUTOMATIC1111 Web UI and Colab, and requires an 8 GB GPU.

Spline is a web‑based 3D design platform that lets teams build and collaborate on interactive 3D experiences with real‑time rendering. It exports to web, iOS, Android, and connects to external data via APIs, AI, and webhooks for dynamic updates.

AI Math Solver is a browser‑based tool that accepts text, typed input, or images of math problems and delivers step‑by‑step solutions across algebra, calculus, geometry, trigonometry, linear algebra, and word problems, with adaptive difficulty and a learning history.

Gauth.AI is an AI tool that instantly solves math problems in algebra, geometry, and physics. It offers step-by-step explanations and live tutor support for efficient homework help around the clock.

Math AI solves equations via typed input or image uploads, offering step‑by‑step explanations across arithmetic, algebra, geometry, calculus, trigonometry, statistics, and linear algebra. It delivers accurate solutions in seconds, available 24/7 for homework, research, and professional learning and

Image Pipeline delivers AI image creation and editing using Stable Diffusion, Flux, and custom checkpoints. It supports LoRA, embeddings, adapters, ControlNet for inpainting, and Face Lock/Quick Swap for facial editing, all via a REST API.

AVCLabs Video Enhancer AI uses deep learning to upscale, denoise, sharpen, colorize, and interpolate frames, automatically detecting and refining faces. It supports batch conversion, preview comparison, multiple formats, preserves frame rates, and leaves originals unaltered.

CollovGPT is an AI-powered interior design tool that generates personalized designs based on user inputs and a deep learning algorithm.

Upload or drag a photo, then upscale it with one of six algorithms—Magic Kernel Sharp, Lanczos 3, Hermite, or AI‑based ESRGAN—entirely client‑side for privacy. Crop as needed and download in JPG, PNG, or WebP.

Winxvideo AI enhances videos and audio, upscaling to 4K/8K/HDR, stabilizing and interpolating frames while reducing noise. It offers batch GPU‑accelerated conversion, editing tools, 60 fps screen recording, and AI photo restoration for creators and educators.

Videoleap is a cross‑platform editor with AI background removal, infinite‑zoom, text‑to‑video, audio cutting, subtitles, and built‑in filters. It offers templates for TikTok, Reels, Shorts, and ads, plus a drag‑and‑drop interface for quick professional videos on web or mobile.

Pixop is an AI‑powered video enhancer that upsamples HD SDR content to UHD HDR without added infrastructure. It offers real‑time live conversion, REST‑API driven archival upscaling, and a browser studio for deinterlacing, denoising, and upscaling.

AI Math solves arithmetic, algebra, geometry, trigonometry, calculus, statistics, and more, offering step‑by‑step explanations and a photo‑solver that reads equations from images. It supports over 30 languages and delivers instant, 24/7 results.

Provides API access to pretrained image generation models for text‑to‑image, image‑to‑image, and inpainting, with real‑time editing. Supports single‑call Dreambooth/LoRA training without local GPU, plus voice cloning, text‑to‑3D, interior design, and video creation.

Upsampler enhances and upscales images up to 100 megapixels, improving textures and adding details. Its generative fill feature allows users to modify specific sections, making it valuable for designers, photographers, and game developers seeking increased realism.

This AI tool generates images and text using machine learning features and has built-in safety measures, with ongoing development and a Discord server for help and support.

AI Photo & Art Enhancer upsamples images up to 16×, adds fine detail, and applies noise‑reduction while keeping edges sharp. It converts drawings and pixel art into vector‑style graphics, enlarges text for OCR, and supports batch GPU‑accelerated processing.

Weavy is an AI-powered design platform that streamlines creative workflows for professionals. It offers integrated tools for image manipulation, compositing, and collaboration, enhancing project refinement through features like inpainting and z-depth extraction within a user-friendly interface.

ToonCrafter turns 2‑4 static cartoon images into 8 fps, 512×512 MP4 clips by interpolating keyframes. It preserves texture with style transfer, supports WEBP, PNG, JPG, and offers looping for extended sequences.

toona converts single images into anime videos, manga color pages, and 4K upscaled clips. It offers frame interpolation up to 240fps, background removal, and motion painting for backgrounds and hair. Web interface enables quick, high‑quality output.

Audialab delivers a modular audio toolkit for musicians and producers, including a multiband interpolation engine, neural offline drum generator, customizable royalty‑free sample packs, and a humanization feature, all manipulable on a 3‑D waveform interface.

Upload a photo to view AI‑generated aging projections at 10, 20, and 90 years, browse a gallery of 377.9 k reference images, manage privacy, and follow safety guidelines—helpful for hobbyists, researchers, and creators.

Flux AI converts natural language prompts into up to 2 MP images across multiple aspect ratios, offering professional, experimental, and quick‑prototype models. It operates via web, API, or local weights, supporting diverse visual styles and future video capabilities.

AI Math Solver, powered by GPT‑4o, solves equations entered as text, image, PDF, or CSV, giving step‑by‑step explanations for algebra, calculus, geometry, and word problems. An interactive bot handles follow‑up questions on desktop, tablet, or smartphone.

neoSVG turns text prompts into high‑quality SVGs using AI‑driven Bézier curves, supporting monochrome or color outputs. It offers fast or high‑quality rendering, real‑time preview, and an API for integration into responsive web, mobile, print, AR/VR, UI/UX, and logo workflows.

Algo transforms structured data into motion graphics, automating end‑to‑end video creation. Teams ingest data, storyboard, and animate via a dashboard, then the cloud renders and distributes live, data‑driven videos for web, social, or broadcast.

Kling AI Motion Control turns a single static image into a realistic, physics‑based animated video. It automatically generates motion paths, applies dynamic effects, and outputs smooth, cinematic clips, supporting batch processing and custom parameters for marketers, designers, and creators.

Stabl Diffus is an AI tool for generating images from text prompts using a stable image generation model suitable for government and creative ML usage.

AI Math Solver offers precise, step‑by‑step solutions for college‑level and SAT math, a Tutor Mode that poses probing questions, a Knowledge Graph linking concepts to practice problems, adaptive study plans, real‑time mastery tracking, and on‑demand question generation.

Flying Dog plugs Stable Diffusion, DALL‑E 2, and Automatic1111 into Photoshop, offering Text‑to‑Image, Image‑to‑Image, Inpainting, and Outpainting on layers. It runs on GPU‑accelerated local servers (≥6 GB NVIDIA) or cloud for macOS, replacing stock searches and Content‑Aware Fill with precise visua

DiffusionBee runs locally on macOS and Intel‑based Macs, offering Stable Diffusion text‑to‑image, upscaling, variant creation, image‑to‑image, generative fill, video tools, an AI canvas for iterative editing, and custom model training—All on‑device for privacy.

KIRI.ART (SD‑MUI) lets users generate art from text prompts, transform images with style transfer or Pix2Pix, selectively inpaint, upscale resolution, and guide edits via Instruct mode. It hosts a community gallery and supports multilingual access.

Leiapix AI converts 2‑D photos into animated 3‑D visuals with AI depth mapping, supporting JPEG/PNG and outputting GIFs or videos. Users set angles, motion paths, and effects to create immersive, shareable content without 3‑D modeling.

AI Math is an AI‑powered solver that quickly answers arithmetic, algebra, geometry, trigonometry, calculus, statistics, and word problems, offering step‑by‑step explanations. It accepts typed questions and image uploads, supports 30+ languages, and operates 24/7 for students and teachers.

Offline Agent by Jamahook indexes your local audio library, then the plugin retrieves pitch‑shifted, harmonically compatible, rhythm‑matched loops directly from that library. Filters refine results by instrument, mood, or genre, all processed locally with no external data transfer.

Browser‑based AI upscaler uses WebGPU and open‑source algorithms like Anime4K and RealESRGAN to enlarge video and image resolution. It processes each frame client‑side, preserving privacy, with drag‑and‑drop, side‑by‑side comparison, and selectable output sizes.

Homeworkify.im uses GPT‑4o to deliver instant, accurate answers for high‑school to university questions via text, image, or file input. It offers step‑by‑step solutions, multilingual support, 24/7 tutoring, and progress tracking.

Illusion Diffusion converts uploaded photos into optical‑illusion artwork using Stable Diffusion and ControlNet. Users set prompts and Illusion Strength, adjust advanced controls, and select patterns to produce high‑quality, shareable visual transformations quickly.

Midjourney Prompt Builder is an AI-powered image generator that offers a wide selection of styles, colors, and objects with natural language processing and regular updates.

Pixela.ai is an AI tool for generating game textures and stable diffuse algorithms, allowing users to upload and share their textures with the community, as well as generate new textures from uploaded images.

Study Point AI delivers instant, step‑by‑step math solutions, AI‑assisted writing feedback, and tutoring across math, science, programming, and history. It includes graph plotting, an interactive periodic table, 3‑D solar explorer, custom quizzes, mind‑maps, progress analytics, and adaptive learning

Infinity is an AI‑native database offering hybrid search across dense/sparse embeddings, tensors, and full‑text with optional RRF, weighted‑sum, or ColBERT reranking. It delivers 0.1 ms latency, 15 k qps, supports strings, numerics, and vectors for LLM developers, data scientists, and AI engineers.