If you are a VFX artist, graphics designer, video editor who works on visuals, CG, animations & etc. The NVIDIA® GeForce RTX 40-series graphics card is the key to unlocking the full potential of advanced Artificial Intelligence that will significantly enhance your work.
Stable Diffusion is a machine learning model used to generate detailed images from text descriptions. It refines a noisy input into a clear image by gradually improving the details, mimicking a diffusion process in reverse.
DALL-E 3 is a cloud-based AI tool from OpenAI that generates high-quality images from text descriptions. It requires access to OpenAI’s servers to perform the computations, making it a convenient option for users without powerful local hardware.
NVIDIA Canvas is a local AI tool that allows users to create photorealistic images from simple sketches. It uses deep learning to interpret user inputs and generate detailed images in real-time. The app runs locally on NVIDIA GPUs, taking advantage of their specialized hardware to speed up rendering and enhance creativity.
Tldraw is a tool designed for collaborative drawing and whiteboarding. Draw Fast is an additional plugin that uses the tldraw library for realtime image generation via user’s sketching input.
Topaz Video Enhance AI is a desktop application that uses AI models to upscale, enhance, and improve the quality of videos. It runs locally on GPUs, enabling users to process high-resolution videos without relying on an internet connection.
Pixop is a cloud-based video enhancement platform that uses AI to upscale and improve video quality. Users upload their videos to Pixop’s servers, where the AI models perform the enhancements, making it suitable for those who prefer cloud processing.
DaVinci Resolve 19 is a powerful video editing software that offers AI features like automatic captions, facial recognition, and smart reframing to enhance video editing. These features improve workflow speed, visual effects, and color grading, utilizing CPU and GPU for real-time editing, ideal for professional editors.
Runway ML offers cloud-based video editing tools powered by AI, such as background removal, style transfer, and motion tracking. Users can edit videos directly in their browser, leveraging Runway ML’s cloud infrastructure.
Features | Local AI Tools | Cloud AI Tools |
---|---|---|
Uses Local Hardware | ||
High, Direct GPU Access | ||
Full Data Control | ||
Custom Setups | ||
Intensive Usage | ||
Full Hardware Control | ||
Software Customization | ||
Works Offline | ||
Auto Scalability | ||
Low Initial Cost | ||
Low Energy Consumption |
RTX 4090
RTX 4060
Visualizations above are the direct comparison between RTX 4090 vs RTX 4060 on the sketch-to-image NVIDIA Canvas app. The former clearly shows that the AI output is being simultaneously generated while the user is sketching, 1.5x faster than the latter. This is due to the processing units – Tensor Cores in the GPUs that are responsible for speeding up AI tasks and deep learning capabilities.
RTX 4090
RTX 4060
Visualizations above are the direct comparison between RTX 4090 vs RTX 4060 on the text-to-image Stable Diffusion image generator. The former clearly shows that the mass image generation processes at least 2x the speed quicker than the RTX 4060. One of the influencing factor could be the sizes of VRAM and bandwidth, which allow for handling bigger models and faster data access.