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Deep Shah

Ex-Founder | Problem... • 3m

I learnt a new thing yesterday, And I am going to share it with you. 🚀 𝐇𝐨𝐰 𝐀𝐈 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐞𝐬 𝐈𝐦𝐚𝐠𝐞𝐬 𝐟𝐫𝐨𝐦 𝐉𝐮𝐬𝐭 𝐚 𝐏𝐫𝐨𝐦𝐩𝐭!⁣ ⁣ AI is transforming the way we create visuals, and Stable Diffusion AI is leading the charge. But how does it actually work? 🤔 ⁣ ⁣ Here’s the 𝐟𝐥𝐨𝐰 𝐝𝐢𝐚𝐠𝐫𝐚𝐦 breaking it down: ⁣ ⁣ 1️⃣ 𝐂𝐋𝐈𝐏 𝐌𝐨𝐝𝐞𝐥 converts text prompts into embeddings. ⁣ 2️⃣ 𝐆𝐚𝐮𝐬𝐬𝐢𝐚𝐧 𝐍𝐨𝐢𝐬𝐞 initializes a random latent space. ⁣ 3️⃣ 𝐔-𝐍𝐞𝐭 progressively refines the noisy image using the prompt’s embedding as a guide. ⁣ 4️⃣ 𝐕𝐀𝐄 (𝐕𝐚𝐫𝐢𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐀𝐮𝐭𝐨𝐞𝐧𝐜𝐨𝐝𝐞𝐫) decodes the latent representation into a high-resolution image. ⁣ 5️⃣ 𝐒𝐜𝐡𝐞𝐝𝐮𝐥𝐞𝐫 𝐀𝐥𝐠𝐨𝐫𝐢𝐭𝐡𝐦 fine-tunes the noise removal process for better outputs. ⁣ ⁣ This isn’t just about AI art—it’s about 𝐞𝐟𝐟𝐢𝐜𝐢𝐞𝐧𝐜𝐲, 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧, 𝐚𝐧𝐝 𝐬𝐜𝐚𝐥𝐢𝐧𝐠 𝐜𝐫𝐞𝐚𝐭𝐢𝐯𝐢𝐭𝐲. Agencies and enterprises that embrace AI 𝐰𝐢𝐥𝐥 𝟏𝟎𝟎𝐱 𝐭𝐡𝐞𝐢𝐫 𝐨𝐮𝐭𝐩𝐮𝐭, reducing costs and turnaround time. ⁣ ⁣ Traditional workflows are getting disrupted. I am building the tools where AI 𝐞𝐧𝐡𝐚𝐧𝐜𝐞𝐬, 𝐧𝐨𝐭 𝐫𝐞𝐩𝐥𝐚𝐜𝐞𝐬, 𝐡𝐮𝐦𝐚𝐧 𝐜𝐫𝐞𝐚𝐭𝐢𝐯𝐢𝐭𝐲.⁣ ⁣ 🔥 𝐀𝐫𝐞 𝐲𝐨𝐮 𝐫𝐞𝐚𝐝𝐲 𝐭𝐨 𝐢𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐞 𝐀𝐈 𝐢𝐧𝐭𝐨 𝐲𝐨𝐮𝐫 𝐛𝐮𝐬𝐢𝐧𝐞𝐬𝐬?⁣ ⁣ Let’s talk—how do you see AI reshaping your industry? Drop your thoughts below! 👇 ⁣ ⁣ hashtag#StableDiffusion hashtag#0to100xEngineers hashtag#AIInnovation hashtag#FutureOfWork hashtag#Automation

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