What is Diffusion model?Diffusion model kya hai?

🧸 Think of it likeAise samjho

Like a sculptor starting with a rough block and chipping away a little at a time until a statue appears. Here the block is random noise.Jaise sculptor ek khurdure pathar se shuru karke thoda thoda chhilta hai jab tak murti na ban jaaye. Yahan pathar random noise hai.

📘 ExplainedVistaar se

During training the model learns to remove noise from images. To generate, it starts from random noise and repeatedly denoises, guided by a text prompt, until an image appears. Diffusion models power most AI image and some video generators.Training mein model images se noise hataana seekhta hai. Banane ke liye random noise se shuru karke, text prompt ke guidance mein, baar baar noise hataata hai jab tak image na ban jaaye. Zyaadatar AI image aur kuch video generators diffusion models se chalte hain.

💡 Real exampleAsli example

Typing 'a tiger in a Mumbai local train, watercolour' and getting a painting.'a tiger in a Mumbai local train, watercolour' likh kar painting paana.

📖 Learn it step by stepStep by step seekho

• What is AI? AI vs ML vs Deep Learning vs GenAIAI kya hai? AI vs ML vs Deep Learning vs GenAI

🔗 Related termsJude hue shabd

• GenAIAI that creates new content: text, images, audio, video or code.AI jo naya content banata hai: text, images, audio, video ya code.
• MultimodalModels that understand or generate more than one type of data: text, images, audio, video.Models jo ek se zyaada type ka data samajhte ya banate hain: text, images, audio, video.