| Instructor name | Instructor LinkedIn profile | Youtube | Github |
|---|---|---|---|
| Mokarbeen Ansari |  |
https://github.com/MokarbeenAnsari |
| Course Link | Language |
|---|---|
| Generative AI for Vision | Hinglish |
Note: This is the free but quality course offered by CampusX.
Description:
This course dives deep into Generative AI techniques specifically focusing on Stable Diffusion, Diffusion models, GANs, Variational Autoencoders, and leveraging hugging face models for cutting-edge projects. Gain hands-on experience in implementing advanced AI models for vision applications.
Key Highlights:
- Explore Stable Diffusion models
- Master GANs and Variational Autoencoders
- Hands-on projects with hugging face models
What you will learn:
-Understanding Stable Diffusion - Learn the fundamentals of Stable Diffusion models and how they enhance generative AI applications.
- Mastering GANs and VAEs
- Deep dive into Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs) for image generation and manipulation.
- Project Implementation with Hugging Face
- Implement advanced vision projects using pre-trained models from Hugging Face library.
| Instructor name | Link |
|---|---|
| Session 1 - introduction to GEN AI for Vision | |
| Session 2 - Representation of Images | |
| Session 3 - Basics of Diffusion Models | |
| Session 4 - Prompt Engineering for Images | |
| Session 5 - Project building and deployment | |
| Website | Description | Free/Paid | Link |
|---|---|---|---|
| DALL-E 2 | AI-powered image generation by OpenAI, creates images from textual descriptions. | Paid, with limited free use | Link |
| MidJourney | AI tool for generating images based on textual prompts, known for artistic and surreal results. | Paid, with limited free use | Link |
| DeepArt | Turns photos into artworks using styles of famous artists via deep neural networks. | Paid | Link |
| Artbreeder | Collaborative image generation using genetic algorithms and machine learning. | Free, with paid options | Link |
| RunwayML | Provides a variety of AI tools for creatives, including image generation and editing. | Paid, with free trial | Link |
| NightCafe Studio | AI art generator that transforms photos into art with various styles and algorithms. | Free, with paid options | Link |
| Deep Dream Generator | Online tool for creating dream-like images using Google's DeepDream algorithm. | Free, with paid options | Link |
| Jasper Art | AI tool for creating unique images and illustrations from textual inputs. | Paid | Link |
| BigGAN ImageNet | High-quality image generation using BigGAN models from DeepMind. | Free | Link |
| StyleGAN2 | Generates high-fidelity images using NVIDIA's StyleGAN2 architecture. | Free | Link |
| GANPaint Studio | Interactive tool for generating images with GANs, allowing users to edit the generated scenes. | Free | Link |
| PaintsChainer | AI-based automatic colorization tool for black-and-white images or sketches. | Free, with paid options | Link |
| Pix2Pix | Converts sketches into realistic images using conditional GANs. | Free | Link |
| DeepDream | Image generation tool using Google's DeepDream neural network. | Free | Link |
| NeuralStyle.Art | Generates artworks by combining the content of one image with the style of another. | Free, with paid options | Link |
| Craiyon | Formerly known as DALL-E mini, it generates images from text prompts. | Free | Link |
| Let's Enhance | Uses AI to upscale images without losing quality, and also offers various image enhancement tools. | Free, with paid options | Link |
| VQ-VAE-2 | Generates high-quality images using vector quantized variational autoencoders. | Free | Link |
| GauGAN | NVIDIA's AI painting tool that turns doodles into photorealistic landscapes. | Free | Link |
| DeepArtEffects | AI-based tool to turn photos into art using various styles and filters. | Paid, with limited free use | Link |
| Playground AI | AI art generator offering various creative tools for image generation. | Free, with paid options | Link |
| Photolemur | AI photo enhancer that automatically improves image quality. | Paid | Link |
| Prisma | Transforms photos into artworks using AI-powered filters inspired by famous artists. | Free, with paid options | Link |
| Artisto | AI video and photo editor that applies artistic effects to images and videos. | Free, with paid options | Link |
| DeepArt.IO | Uses deep learning to create artworks in the style of famous paintings. | Paid | Link |