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5.49.1
title: DreamO Video
emoji: ๐จ
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:
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
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
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)
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
ํ๊ธ ์ค๋ช
DreamO Video - AI ๊ธฐ๋ฐ ์ด๋ฏธ์ง ๋ฐ ๋น๋์ค ์์ฑ ๋๊ตฌ
DreamO Video๋ ์ต์ฒจ๋จ ์ด๋ฏธ์ง ์์ฑ๊ณผ ๋น๋์ค ํฉ์ฑ ๊ธฐ๋ฅ์ ๊ฒฐํฉํ ๊ณ ๊ธ AI ์ ํ๋ฆฌ์ผ์ด์ ์ ๋๋ค. FLUX.1-dev ๋ชจ๋ธ์ ๊ธฐ๋ฐ์ผ๋ก ํ๊ณ DreamO ํ์ดํ๋ผ์ธ์ผ๋ก ๊ฐํ๋ ์ด ๋๊ตฌ๋ฅผ ํตํด ์ฌ์ฉ์๋ ๊ณ ๋๋ก ๋ง์ถคํ๋ ์ด๋ฏธ์ง๋ฅผ ์์ฑํ๊ณ ์ด๋ฅผ ์ญ๋์ ์ธ 2์ด ๋์์์ผ๋ก ๋ณํํ ์ ์์ต๋๋ค.
์ฃผ์ ๊ธฐ๋ฅ:
์ด์ค ์ฐธ์กฐ ์ด๋ฏธ์ง ์์คํ : ์ต๋ 2๊ฐ์ ์ฐธ์กฐ ์ด๋ฏธ์ง๋ฅผ ์ ๋ก๋ํ์ฌ ์์ฑ ๊ณผ์ ์ ์๋ดํ๋ฉฐ, ์ ์ฐํ ์์ ์ต์ ์ ๊ณต:
- IP (์ด๋ฏธ์ง ํ๋กฌํํธ): ์ด๋ฏธ์ง๋ฅผ ์๊ฐ์ ํ๋กฌํํธ๋ก ์ฌ์ฉํ์ฌ ์ ์ฒด ๊ตฌ์ฑ์ ์ํฅ
- ID (์ ์): ์ฐธ์กฐ ์ด๋ฏธ์ง์ ์ผ๊ตด ํน์ง๊ณผ ์ ์ ๋ณด์กด
- Style (์คํ์ผ): ์ฐธ์กฐ ์ด๋ฏธ์ง์ ์์ ์ ์คํ์ผ์ ์์ฑ ์ฝํ ์ธ ๋ก ์ ์ก
๊ณ ๊ธ ์ด๋ฏธ์ง ์์ฑ:
- ์ฌ์ฉ์ ์ ์ ๊ฐ๋ฅํ ํด์๋ (768-1024 ํฝ์ )
- ์ ๋ฐํ ์ถ๋ ฅ์ ์ํ ๋ฏธ์ธ ์กฐ์ ๋ ๊ฐ์ด๋์ค ์ปจํธ๋กค
- ์ฌํ ๊ฐ๋ฅํ ๊ฒฐ๊ณผ๋ฅผ ์ํ ์๋ ๊ธฐ๋ฐ ์์ฑ
- ๋ฐฐ๊ฒฝ ์ ๊ฑฐ ๋ฐ ์ผ๊ตด ์ ๋ ฌ ์ ์ฒ๋ฆฌ
๋น๋์ค ํฉ์ฑ: ์์ฑ๋ ๋ชจ๋ ์ด๋ฏธ์ง๋ฅผ ์์ฐ์ค๋ฌ์ด ์์ง์๊ณผ ๋ถ๋๋ฌ์ด ์ ํ์ด ์๋ 2์ด ์ ๋๋ฉ์ด์ ๋น๋์ค๋ก ๋ณํ (์ฐธ๊ณ : ์ ์ ๋ฒ์ ์ ์ต๋ 60์ด ๋น๋์ค ์ง์)
์ ๋ฌธ ๊ธฐ๋ฅ:
- ๋น๋์ค ์ถ๋ ฅ๋ฌผ์ ๋ํ ์๋ ์ํฐ๋งํน
- ๊ณ ๊ธ CFG (Classifier-Free Guidance) ์ปจํธ๋กค
- ์ ์ ๋ ๊ฒฐ๊ณผ๋ฅผ ์ํ ๋ค๊ฑฐํฐ๋ธ ํ๋กฌํํ
- ํฌ๋ช ์ฑ์ ์ํ ์ ์ฒ๋ฆฌ ๊ฒฐ๊ณผ ๊ฐค๋ฌ๋ฆฌ
๊ธฐ์ ์ฌ์:
- FLUX.1-dev ๋ฐ DreamO ํ์ดํ๋ผ์ธ ๊ตฌ๋
- CUDA๋ฅผ ์ฌ์ฉํ GPU ๊ฐ์ ์ฒ๋ฆฌ
- ํตํฉ๋ ์ผ๊ตด ๋ณต์ ๋ฐ ๋ฐฐ๊ฒฝ ์ ๊ฑฐ ๋๊ตฌ
- FFmpeg ๊ธฐ๋ฐ ๋น๋์ค ํ์ฒ๋ฆฌ
์ฌ์ฉ ์ฌ๋ก:
- ์์ ๋ฏธ๋์ด๋ฅผ ์ํ ์ฐฝ์์ ์ธ ์ฝํ ์ธ ์์ฑ
- ์บ๋ฆญํฐ ๋์์ธ ๋ฐ ์ ๋๋ฉ์ด์
- ์ ํ ์๊ฐํ ๋ฐ ๋ง์ผํ ์๋ฃ
- ์์ ์ ์คํ์ผ ์ ์ก ๋ฐ ์คํ
- ๊ฐ์ธ ์๋ฐํ ๋ฐ ์ด์ํ ์ ์