--- title: DreamO Video emoji: ๐Ÿจ colorFrom: purple colorTo: yellow sdk: gradio sdk_version: 5.35.0 app_file: app.py pinned: false license: apache-2.0 short_description: A Unified Framework for Custom Image and Video generation --- ## English Description **DreamO Video - AI-Powered Image and Video Generation** DreamO Video is an advanced AI application that combines cutting-edge image generation with video synthesis capabilities. Built on the FLUX.1-dev model and enhanced with the DreamO pipeline, this tool allows users to create highly customized images and transform them into dynamic 2-second videos. ### Key Features: 1. **Dual Reference Image System**: Upload up to two reference images to guide the generation process, with flexible task options: - **IP (Image Prompt)**: Use images as visual prompts to influence the overall composition - **ID (Identity)**: Preserve facial features and identity from reference images - **Style**: Transfer artistic style from reference images to generated content 2. **Advanced Image Generation**: - Customizable resolution (768-1024 pixels) - Fine-tuned guidance controls for precise output - Seed-based generation for reproducible results - Background removal and face alignment preprocessing 3. **Video Synthesis**: Transform any generated image into a 2-second animated video with natural motion and smooth transitions (Note: Full version supports up to 60-second videos) 4. **Professional Features**: - Automatic watermarking for video outputs - Advanced CFG (Classifier-Free Guidance) controls - Negative prompting for refined results - Gallery of preprocessing results for transparency ### Technical Specifications: - Powered by FLUX.1-dev and DreamO pipeline - GPU-accelerated processing using CUDA - Integrated face restoration and background removal tools - FFmpeg-based video post-processing ### Use Cases: - Creative content generation for social media - Character design and animation - Product visualization and marketing materials - Artistic style transfer and experimentation - Personal avatar and portrait creation --- ## ํ•œ๊ธ€ ์„ค๋ช… **DreamO Video - AI ๊ธฐ๋ฐ˜ ์ด๋ฏธ์ง€ ๋ฐ ๋น„๋””์˜ค ์ƒ์„ฑ ๋„๊ตฌ** DreamO Video๋Š” ์ตœ์ฒจ๋‹จ ์ด๋ฏธ์ง€ ์ƒ์„ฑ๊ณผ ๋น„๋””์˜ค ํ•ฉ์„ฑ ๊ธฐ๋Šฅ์„ ๊ฒฐํ•ฉํ•œ ๊ณ ๊ธ‰ AI ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜์ž…๋‹ˆ๋‹ค. FLUX.1-dev ๋ชจ๋ธ์„ ๊ธฐ๋ฐ˜์œผ๋กœ ํ•˜๊ณ  DreamO ํŒŒ์ดํ”„๋ผ์ธ์œผ๋กœ ๊ฐ•ํ™”๋œ ์ด ๋„๊ตฌ๋ฅผ ํ†ตํ•ด ์‚ฌ์šฉ์ž๋Š” ๊ณ ๋„๋กœ ๋งž์ถคํ™”๋œ ์ด๋ฏธ์ง€๋ฅผ ์ƒ์„ฑํ•˜๊ณ  ์ด๋ฅผ ์—ญ๋™์ ์ธ 2์ดˆ ๋™์˜์ƒ์œผ๋กœ ๋ณ€ํ™˜ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ### ์ฃผ์š” ๊ธฐ๋Šฅ: 1. **์ด์ค‘ ์ฐธ์กฐ ์ด๋ฏธ์ง€ ์‹œ์Šคํ…œ**: ์ตœ๋Œ€ 2๊ฐœ์˜ ์ฐธ์กฐ ์ด๋ฏธ์ง€๋ฅผ ์—…๋กœ๋“œํ•˜์—ฌ ์ƒ์„ฑ ๊ณผ์ •์„ ์•ˆ๋‚ดํ•˜๋ฉฐ, ์œ ์—ฐํ•œ ์ž‘์—… ์˜ต์…˜ ์ œ๊ณต: - **IP (์ด๋ฏธ์ง€ ํ”„๋กฌํ”„ํŠธ)**: ์ด๋ฏธ์ง€๋ฅผ ์‹œ๊ฐ์  ํ”„๋กฌํ”„ํŠธ๋กœ ์‚ฌ์šฉํ•˜์—ฌ ์ „์ฒด ๊ตฌ์„ฑ์— ์˜ํ–ฅ - **ID (์‹ ์›)**: ์ฐธ์กฐ ์ด๋ฏธ์ง€์˜ ์–ผ๊ตด ํŠน์ง•๊ณผ ์‹ ์› ๋ณด์กด - **Style (์Šคํƒ€์ผ)**: ์ฐธ์กฐ ์ด๋ฏธ์ง€์˜ ์˜ˆ์ˆ ์  ์Šคํƒ€์ผ์„ ์ƒ์„ฑ ์ฝ˜ํ…์ธ ๋กœ ์ „์†ก 2. **๊ณ ๊ธ‰ ์ด๋ฏธ์ง€ ์ƒ์„ฑ**: - ์‚ฌ์šฉ์ž ์ •์˜ ๊ฐ€๋Šฅํ•œ ํ•ด์ƒ๋„ (768-1024 ํ”ฝ์…€) - ์ •๋ฐ€ํ•œ ์ถœ๋ ฅ์„ ์œ„ํ•œ ๋ฏธ์„ธ ์กฐ์ •๋œ ๊ฐ€์ด๋˜์Šค ์ปจํŠธ๋กค - ์žฌํ˜„ ๊ฐ€๋Šฅํ•œ ๊ฒฐ๊ณผ๋ฅผ ์œ„ํ•œ ์‹œ๋“œ ๊ธฐ๋ฐ˜ ์ƒ์„ฑ - ๋ฐฐ๊ฒฝ ์ œ๊ฑฐ ๋ฐ ์–ผ๊ตด ์ •๋ ฌ ์ „์ฒ˜๋ฆฌ 3. **๋น„๋””์˜ค ํ•ฉ์„ฑ**: ์ƒ์„ฑ๋œ ๋ชจ๋“  ์ด๋ฏธ์ง€๋ฅผ ์ž์—ฐ์Šค๋Ÿฌ์šด ์›€์ง์ž„๊ณผ ๋ถ€๋“œ๋Ÿฌ์šด ์ „ํ™˜์ด ์žˆ๋Š” 2์ดˆ ์• ๋‹ˆ๋ฉ”์ด์…˜ ๋น„๋””์˜ค๋กœ ๋ณ€ํ™˜ (์ฐธ๊ณ : ์ •์‹ ๋ฒ„์ „์€ ์ตœ๋Œ€ 60์ดˆ ๋น„๋””์˜ค ์ง€์›) 4. **์ „๋ฌธ ๊ธฐ๋Šฅ**: - ๋น„๋””์˜ค ์ถœ๋ ฅ๋ฌผ์— ๋Œ€ํ•œ ์ž๋™ ์›Œํ„ฐ๋งˆํ‚น - ๊ณ ๊ธ‰ CFG (Classifier-Free Guidance) ์ปจํŠธ๋กค - ์ •์ œ๋œ ๊ฒฐ๊ณผ๋ฅผ ์œ„ํ•œ ๋„ค๊ฑฐํ‹ฐ๋ธŒ ํ”„๋กฌํ”„ํŒ… - ํˆฌ๋ช…์„ฑ์„ ์œ„ํ•œ ์ „์ฒ˜๋ฆฌ ๊ฒฐ๊ณผ ๊ฐค๋Ÿฌ๋ฆฌ ### ๊ธฐ์ˆ  ์‚ฌ์–‘: - FLUX.1-dev ๋ฐ DreamO ํŒŒ์ดํ”„๋ผ์ธ ๊ตฌ๋™ - CUDA๋ฅผ ์‚ฌ์šฉํ•œ GPU ๊ฐ€์† ์ฒ˜๋ฆฌ - ํ†ตํ•ฉ๋œ ์–ผ๊ตด ๋ณต์› ๋ฐ ๋ฐฐ๊ฒฝ ์ œ๊ฑฐ ๋„๊ตฌ - FFmpeg ๊ธฐ๋ฐ˜ ๋น„๋””์˜ค ํ›„์ฒ˜๋ฆฌ ### ์‚ฌ์šฉ ์‚ฌ๋ก€: - ์†Œ์…œ ๋ฏธ๋””์–ด๋ฅผ ์œ„ํ•œ ์ฐฝ์˜์ ์ธ ์ฝ˜ํ…์ธ  ์ƒ์„ฑ - ์บ๋ฆญํ„ฐ ๋””์ž์ธ ๋ฐ ์• ๋‹ˆ๋ฉ”์ด์…˜ - ์ œํ’ˆ ์‹œ๊ฐํ™” ๋ฐ ๋งˆ์ผ€ํŒ… ์ž๋ฃŒ - ์˜ˆ์ˆ ์  ์Šคํƒ€์ผ ์ „์†ก ๋ฐ ์‹คํ—˜ - ๊ฐœ์ธ ์•„๋ฐ”ํƒ€ ๋ฐ ์ดˆ์ƒํ™” ์ œ์ž‘