Spaces:
fantos
/
Running on Zero

flxfashmodel / README.md
fantos's picture
Update README.md
6105476 verified

A newer version of the Gradio SDK is available: 5.36.2

Upgrade
metadata
title: fashion model
emoji: ๐Ÿ 
colorFrom: pink
colorTo: pink
sdk: gradio
sdk_version: 5.35.0
app_file: app.py
pinned: false
license: mit
short_description: Flux fashion model

๐Ÿ“ธ AWPortrait-FL: Professional AI Portrait Photography Generator

Create Stunning Fashion and Portrait Photography with AI

Welcome to AWPortrait-FL, an advanced AI-powered portrait photography generator that specializes in creating professional-quality fashion and portrait images. Powered by the Shakker-Labs/AWPortrait-FL model with FLUX technology, this tool transforms text descriptions into breathtaking photographic portraits with exceptional detail and artistic quality.

What is AWPortrait-FL?

AWPortrait-FL is a specialized AI portrait photography system built on the FLUX pipeline architecture. It excels at generating high-quality portrait and fashion photography with realistic lighting, professional composition, and stunning details. With multilingual support through automatic translation, users worldwide can create professional portraits using descriptions in their native language.

Key Features for Professional Portrait Creation

  • ๐Ÿ“ท Fashion Photography: Specialized in high-end fashion and portrait shots
  • ๐ŸŒ Multilingual Support: Automatic translation from any language to English
  • ๐ŸŽจ Professional Quality: Studio-quality lighting and composition
  • โšก FLUX Pipeline: Advanced diffusion technology with bfloat16 precision
  • ๐Ÿ–ผ๏ธ Flexible Dimensions: Custom sizes from 512x512 to 1280x1280
  • ๐ŸŽฏ Fine Control: Adjust guidance scale, steps, and seed
  • ๐Ÿ”„ Batch Generation: Create up to 4 images at once
  • ๐Ÿ’พ High Resolution: Generate portraits at professional resolutions

How It Works

Simple Generation Process

  1. Describe Your Portrait: Enter detailed description in any language
  2. Adjust Settings: Optional fine-tuning of parameters
  3. Generate: AI creates professional portrait photography
  4. Select & Download: Choose from generated variations

Advanced Technology

  • Model: Shakker-Labs/AWPortrait-FL optimized for portraits
  • Translation: Automatic prompt translation via translatepy
  • Precision: bfloat16 for optimal quality and performance
  • GPU Acceleration: CUDA-powered fast generation

Perfect Portrait Styles

  • Fashion Photography: High-end editorial and commercial shots
  • Studio Portraits: Professional headshots with studio lighting
  • Artistic Portraits: Creative compositions with dramatic lighting
  • Black & White: Classic monochromatic portraits
  • Environmental Portraits: Subjects in contextual settings
  • Close-up Shots: Detailed facial features and expressions
  • Full Body: Fashion poses and outfit showcases
  • Conceptual Art: Avant-garde and experimental portraits

Advanced Generation Controls

  • Width/Height: Custom dimensions (512-1280 pixels)
  • Guidance Scale: Creative freedom vs prompt adherence (0-50)
  • Steps: Generation quality refinement (1-50)
  • Seed: Reproducible results (-1 for random)
  • Batch Size: Generate 1-4 images per prompt
  • Max Sequence: Extended prompt support (512 tokens)

Example Prompt Styles

  1. Studio Portrait: Soft lighting, minimalist backdrop, professional makeup
  2. Fashion Editorial: Dramatic poses, designer clothing, artistic composition
  3. Natural Light: Window lighting, casual styling, authentic expressions
  4. Conceptual: Creative themes, unusual materials, artistic vision
  5. Black & White: Classic tones, emotional depth, timeless quality

Technical Specifications

  • Base Model: FLUX Pipeline Architecture
  • Specialization: AWPortrait-FL for portraits
  • Precision: torch.bfloat16 optimization
  • Translation: Real-time multilingual support
  • GPU: CUDA-enabled device required
  • Memory: Efficient pipeline management
  • Output: PIL Image format

Why Choose AWPortrait-FL?

  1. Professional Quality: Gallery-worthy portrait photography
  2. Specialized Model: Trained specifically for portraits
  3. Multilingual Access: Create in any language
  4. Fast Generation: GPU-accelerated processing
  5. Flexible Output: Various styles and dimensions
  6. User-Friendly: Simple interface with advanced options

Best Practices for Stunning Portraits

  • Detailed Descriptions: Include lighting, mood, clothing, pose
  • Professional Terms: Use photography terminology
  • Composition Notes: Specify framing and angles
  • Style References: Mention artistic influences
  • Technical Details: Include camera settings metaphors
  • Batch Generation: Try multiple variations

Creative Prompt Engineering

Effective prompts include:

  • Subject Details: Age, ethnicity, expression, pose
  • Lighting Setup: Studio, natural, dramatic, soft
  • Clothing/Styling: Fashion details, colors, textures
  • Background: Studio backdrop, environmental setting
  • Mood/Atmosphere: Emotional tone, artistic style
  • Technical Aspects: Depth of field, composition

Start Creating Professional Portraits

Transform your creative vision into stunning portrait photography. Whether for fashion portfolios, artistic projects, or commercial use, AWPortrait-FL delivers professional-quality results with AI efficiency.

Community: Discord - Openfree AI | More AI Tools: OpenFree Best AI Services


๐Ÿ“ธ AWPortrait-FL: ์ „๋ฌธ AI ์ธ๋ฌผ ์‚ฌ์ง„ ์ƒ์„ฑ๊ธฐ

AI๋กœ ๋ฉ‹์ง„ ํŒจ์…˜ ๋ฐ ์ธ๋ฌผ ์‚ฌ์ง„ ์ œ์ž‘

AWPortrait-FL์— ์˜ค์‹  ๊ฒƒ์„ ํ™˜์˜ํ•ฉ๋‹ˆ๋‹ค. ์ „๋ฌธ๊ฐ€ ํ’ˆ์งˆ์˜ ํŒจ์…˜ ๋ฐ ์ธ๋ฌผ ์ด๋ฏธ์ง€๋ฅผ ๋งŒ๋“œ๋Š” ๋ฐ ํŠนํ™”๋œ ๊ณ ๊ธ‰ AI ๊ธฐ๋ฐ˜ ์ธ๋ฌผ ์‚ฌ์ง„ ์ƒ์„ฑ๊ธฐ์ž…๋‹ˆ๋‹ค. FLUX ๊ธฐ์ˆ ์ด ์ ์šฉ๋œ Shakker-Labs/AWPortrait-FL ๋ชจ๋ธ๋กœ ๊ตฌ๋™๋˜๋Š” ์ด ๋„๊ตฌ๋Š” ํ…์ŠคํŠธ ์„ค๋ช…์„ ํƒ์›”ํ•œ ๋””ํ…Œ์ผ๊ณผ ์˜ˆ์ˆ ์  ํ’ˆ์งˆ์„ ๊ฐ–์ถ˜ ์ˆจ๋ง‰ํžˆ๋Š” ์‚ฌ์ง„ ์ธ๋ฌผ๋กœ ๋ณ€ํ™˜ํ•ฉ๋‹ˆ๋‹ค.

AWPortrait-FL์ด๋ž€?

AWPortrait-FL์€ FLUX ํŒŒ์ดํ”„๋ผ์ธ ์•„ํ‚คํ…์ฒ˜๋ฅผ ๊ธฐ๋ฐ˜์œผ๋กœ ๊ตฌ์ถ•๋œ ํŠนํ™”๋œ AI ์ธ๋ฌผ ์‚ฌ์ง„ ์‹œ์Šคํ…œ์ž…๋‹ˆ๋‹ค. ์‚ฌ์‹ค์ ์ธ ์กฐ๋ช…, ์ „๋ฌธ์ ์ธ ๊ตฌ์„ฑ, ๋†€๋ผ์šด ๋””ํ…Œ์ผ๋กœ ๊ณ ํ’ˆ์งˆ ์ธ๋ฌผ ๋ฐ ํŒจ์…˜ ์‚ฌ์ง„์„ ์ƒ์„ฑํ•˜๋Š” ๋ฐ ํƒ์›”ํ•ฉ๋‹ˆ๋‹ค. ์ž๋™ ๋ฒˆ์—ญ์„ ํ†ตํ•œ ๋‹ค๊ตญ์–ด ์ง€์›์œผ๋กœ ์ „ ์„ธ๊ณ„ ์‚ฌ์šฉ์ž๊ฐ€ ๋ชจ๊ตญ์–ด๋กœ ์„ค๋ช…์„ ์‚ฌ์šฉํ•˜์—ฌ ์ „๋ฌธ ์ธ๋ฌผ ์‚ฌ์ง„์„ ๋งŒ๋“ค ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

์ „๋ฌธ ์ธ๋ฌผ ์ œ์ž‘์„ ์œ„ํ•œ ์ฃผ์š” ๊ธฐ๋Šฅ

  • ๐Ÿ“ท ํŒจ์…˜ ์‚ฌ์ง„: ๊ณ ๊ธ‰ ํŒจ์…˜ ๋ฐ ์ธ๋ฌผ ์ดฌ์˜ ์ „๋ฌธ
  • ๐ŸŒ ๋‹ค๊ตญ์–ด ์ง€์›: ๋ชจ๋“  ์–ธ์–ด์—์„œ ์˜์–ด๋กœ ์ž๋™ ๋ฒˆ์—ญ
  • ๐ŸŽจ ์ „๋ฌธ๊ฐ€ ํ’ˆ์งˆ: ์ŠคํŠœ๋””์˜ค ํ’ˆ์งˆ์˜ ์กฐ๋ช…๊ณผ ๊ตฌ์„ฑ
  • โšก FLUX ํŒŒ์ดํ”„๋ผ์ธ: bfloat16 ์ •๋ฐ€๋„์˜ ๊ณ ๊ธ‰ ํ™•์‚ฐ ๊ธฐ์ˆ 
  • ๐Ÿ–ผ๏ธ ์œ ์—ฐํ•œ ์น˜์ˆ˜: 512x512์—์„œ 1280x1280๊นŒ์ง€ ์‚ฌ์šฉ์ž ์ •์˜ ํฌ๊ธฐ
  • ๐ŸŽฏ ์„ธ๋ฐ€ํ•œ ์ œ์–ด: ๊ฐ€์ด๋˜์Šค ์Šค์ผ€์ผ, ๋‹จ๊ณ„ ๋ฐ ์‹œ๋“œ ์กฐ์ •
  • ๐Ÿ”„ ๋ฐฐ์น˜ ์ƒ์„ฑ: ํ•œ ๋ฒˆ์— ์ตœ๋Œ€ 4๊ฐœ ์ด๋ฏธ์ง€ ์ƒ์„ฑ
  • ๐Ÿ’พ ๊ณ ํ•ด์ƒ๋„: ์ „๋ฌธ๊ฐ€ ํ•ด์ƒ๋„๋กœ ์ธ๋ฌผ ์ƒ์„ฑ

์ž‘๋™ ๋ฐฉ์‹

๊ฐ„๋‹จํ•œ ์ƒ์„ฑ ํ”„๋กœ์„ธ์Šค

  1. ์ธ๋ฌผ ์„ค๋ช…: ๋ชจ๋“  ์–ธ์–ด๋กœ ์ƒ์„ธํ•œ ์„ค๋ช… ์ž…๋ ฅ
  2. ์„ค์ • ์กฐ์ •: ๋งค๊ฐœ๋ณ€์ˆ˜์˜ ์„ ํƒ์  ๋ฏธ์„ธ ์กฐ์ •
  3. ์ƒ์„ฑ: AI๊ฐ€ ์ „๋ฌธ ์ธ๋ฌผ ์‚ฌ์ง„ ์ œ์ž‘
  4. ์„ ํƒ ๋ฐ ๋‹ค์šด๋กœ๋“œ: ์ƒ์„ฑ๋œ ๋ณ€ํ˜• ์ค‘์—์„œ ์„ ํƒ

๊ณ ๊ธ‰ ๊ธฐ์ˆ 

  • ๋ชจ๋ธ: ์ธ๋ฌผ์— ์ตœ์ ํ™”๋œ Shakker-Labs/AWPortrait-FL
  • ๋ฒˆ์—ญ: translatepy๋ฅผ ํ†ตํ•œ ์ž๋™ ํ”„๋กฌํ”„ํŠธ ๋ฒˆ์—ญ
  • ์ •๋ฐ€๋„: ์ตœ์ ์˜ ํ’ˆ์งˆ๊ณผ ์„ฑ๋Šฅ์„ ์œ„ํ•œ bfloat16
  • GPU ๊ฐ€์†: CUDA ๊ธฐ๋ฐ˜ ๋น ๋ฅธ ์ƒ์„ฑ

์™„๋ฒฝํ•œ ์ธ๋ฌผ ์Šคํƒ€์ผ

  • ํŒจ์…˜ ์‚ฌ์ง„: ๊ณ ๊ธ‰ ํŽธ์ง‘ ๋ฐ ์ƒ์—… ์ดฌ์˜
  • ์ŠคํŠœ๋””์˜ค ์ธ๋ฌผ: ์ŠคํŠœ๋””์˜ค ์กฐ๋ช…์˜ ์ „๋ฌธ ํ—ค๋“œ์ƒท
  • ์˜ˆ์ˆ ์  ์ธ๋ฌผ: ๊ทน์ ์ธ ์กฐ๋ช…์˜ ์ฐฝ์˜์  ๊ตฌ์„ฑ
  • ํ‘๋ฐฑ: ํด๋ž˜์‹ ๋ชจ๋…ธํฌ๋กฌ ์ธ๋ฌผ
  • ํ™˜๊ฒฝ ์ธ๋ฌผ: ๋งฅ๋ฝ์  ์„ค์ •์˜ ์ฃผ์ œ
  • ํด๋กœ์ฆˆ์—… ์ƒท: ์ƒ์„ธํ•œ ์–ผ๊ตด ํŠน์ง•๊ณผ ํ‘œํ˜„
  • ์ „์‹ : ํŒจ์…˜ ํฌ์ฆˆ์™€ ์˜์ƒ ์‡ผ์ผ€์ด์Šค
  • ๊ฐœ๋… ์˜ˆ์ˆ : ์ „์œ„์ ์ด๊ณ  ์‹คํ—˜์ ์ธ ์ธ๋ฌผ

๊ณ ๊ธ‰ ์ƒ์„ฑ ์ œ์–ด

  • ๋„ˆ๋น„/๋†’์ด: ์‚ฌ์šฉ์ž ์ •์˜ ์น˜์ˆ˜ (512-1280 ํ”ฝ์…€)
  • ๊ฐ€์ด๋˜์Šค ์Šค์ผ€์ผ: ์ฐฝ์ž‘์˜ ์ž์œ  ๋Œ€ ํ”„๋กฌํ”„ํŠธ ์ค€์ˆ˜ (0-50)
  • ๋‹จ๊ณ„: ์ƒ์„ฑ ํ’ˆ์งˆ ๊ฐœ์„  (1-50)
  • ์‹œ๋“œ: ์žฌํ˜„ ๊ฐ€๋Šฅํ•œ ๊ฒฐ๊ณผ (๋ฌด์ž‘์œ„๋Š” -1)
  • ๋ฐฐ์น˜ ํฌ๊ธฐ: ํ”„๋กฌํ”„ํŠธ๋‹น 1-4๊ฐœ ์ด๋ฏธ์ง€ ์ƒ์„ฑ
  • ์ตœ๋Œ€ ์‹œํ€€์Šค: ํ™•์žฅ ํ”„๋กฌํ”„ํŠธ ์ง€์› (512 ํ† ํฐ)

ํ”„๋กฌํ”„ํŠธ ์Šคํƒ€์ผ ์˜ˆ์‹œ

  1. ์ŠคํŠœ๋””์˜ค ์ธ๋ฌผ: ๋ถ€๋“œ๋Ÿฌ์šด ์กฐ๋ช…, ๋ฏธ๋‹ˆ๋ฉ€๋ฆฌ์ŠคํŠธ ๋ฐฐ๊ฒฝ, ์ „๋ฌธ ๋ฉ”์ดํฌ์—…
  2. ํŒจ์…˜ ์—๋””ํ† ๋ฆฌ์–ผ: ๊ทน์ ์ธ ํฌ์ฆˆ, ๋””์ž์ด๋„ˆ ์˜๋ฅ˜, ์˜ˆ์ˆ ์  ๊ตฌ์„ฑ
  3. ์ž์—ฐ๊ด‘: ์ฐฝ๋ฌธ ์กฐ๋ช…, ์บ์ฃผ์–ผ ์Šคํƒ€์ผ๋ง, ์ง„์ •ํ•œ ํ‘œํ˜„
  4. ๊ฐœ๋…์ : ์ฐฝ์˜์  ํ…Œ๋งˆ, ํŠน์ดํ•œ ์†Œ์žฌ, ์˜ˆ์ˆ ์  ๋น„์ „
  5. ํ‘๋ฐฑ: ํด๋ž˜์‹ ํ†ค, ๊ฐ์ •์  ๊นŠ์ด, ์‹œ๋Œ€๋ฅผ ์ดˆ์›”ํ•œ ํ’ˆ์งˆ

๊ธฐ์ˆ  ์‚ฌ์–‘

  • ๊ธฐ๋ณธ ๋ชจ๋ธ: FLUX ํŒŒ์ดํ”„๋ผ์ธ ์•„ํ‚คํ…์ฒ˜
  • ํŠนํ™”: ์ธ๋ฌผ์šฉ AWPortrait-FL
  • ์ •๋ฐ€๋„: torch.bfloat16 ์ตœ์ ํ™”
  • ๋ฒˆ์—ญ: ์‹ค์‹œ๊ฐ„ ๋‹ค๊ตญ์–ด ์ง€์›
  • GPU: CUDA ์ง€์› ์žฅ์น˜ ํ•„์š”
  • ๋ฉ”๋ชจ๋ฆฌ: ํšจ์œจ์ ์ธ ํŒŒ์ดํ”„๋ผ์ธ ๊ด€๋ฆฌ
  • ์ถœ๋ ฅ: PIL ์ด๋ฏธ์ง€ ํ˜•์‹

AWPortrait-FL์„ ์„ ํƒํ•ด์•ผ ํ•˜๋Š” ์ด์œ 

  1. ์ „๋ฌธ๊ฐ€ ํ’ˆ์งˆ: ๊ฐค๋Ÿฌ๋ฆฌ๊ธ‰ ์ธ๋ฌผ ์‚ฌ์ง„
  2. ํŠนํ™”๋œ ๋ชจ๋ธ: ์ธ๋ฌผ ์ „์šฉ์œผ๋กœ ํ›ˆ๋ จ
  3. ๋‹ค๊ตญ์–ด ์ ‘๊ทผ: ๋ชจ๋“  ์–ธ์–ด๋กœ ์ œ์ž‘
  4. ๋น ๋ฅธ ์ƒ์„ฑ: GPU ๊ฐ€์† ์ฒ˜๋ฆฌ
  5. ์œ ์—ฐํ•œ ์ถœ๋ ฅ: ๋‹ค์–‘ํ•œ ์Šคํƒ€์ผ๊ณผ ์น˜์ˆ˜
  6. ์‚ฌ์šฉ์ž ์นœํ™”์ : ๊ณ ๊ธ‰ ์˜ต์…˜์ด ์žˆ๋Š” ๊ฐ„๋‹จํ•œ ์ธํ„ฐํŽ˜์ด์Šค

๋ฉ‹์ง„ ์ธ๋ฌผ์„ ์œ„ํ•œ ๋ชจ๋ฒ” ์‚ฌ๋ก€

  • ์ƒ์„ธํ•œ ์„ค๋ช…: ์กฐ๋ช…, ๋ถ„์œ„๊ธฐ, ์˜์ƒ, ํฌ์ฆˆ ํฌํ•จ
  • ์ „๋ฌธ ์šฉ์–ด: ์‚ฌ์ง„ ์šฉ์–ด ์‚ฌ์šฉ
  • ๊ตฌ์„ฑ ๋ฉ”๋ชจ: ํ”„๋ ˆ์ด๋ฐ๊ณผ ๊ฐ๋„ ์ง€์ •
  • ์Šคํƒ€์ผ ์ฐธ์กฐ: ์˜ˆ์ˆ ์  ์˜ํ–ฅ ์–ธ๊ธ‰
  • ๊ธฐ์ˆ ์  ์„ธ๋ถ€์‚ฌํ•ญ: ์นด๋ฉ”๋ผ ์„ค์ • ์€์œ  ํฌํ•จ
  • ๋ฐฐ์น˜ ์ƒ์„ฑ: ์—ฌ๋Ÿฌ ๋ณ€ํ˜• ์‹œ๋„

์ฐฝ์˜์  ํ”„๋กฌํ”„ํŠธ ์—”์ง€๋‹ˆ์–ด๋ง

ํšจ๊ณผ์ ์ธ ํ”„๋กฌํ”„ํŠธ ํฌํ•จ ์‚ฌํ•ญ:

  • ์ฃผ์ œ ์„ธ๋ถ€์‚ฌํ•ญ: ๋‚˜์ด, ๋ฏผ์กฑ, ํ‘œํ˜„, ํฌ์ฆˆ
  • ์กฐ๋ช… ์„ค์ •: ์ŠคํŠœ๋””์˜ค, ์ž์—ฐ๊ด‘, ๊ทน์ , ๋ถ€๋“œ๋Ÿฌ์šด
  • ์˜์ƒ/์Šคํƒ€์ผ๋ง: ํŒจ์…˜ ๋””ํ…Œ์ผ, ์ƒ‰์ƒ, ์งˆ๊ฐ
  • ๋ฐฐ๊ฒฝ: ์ŠคํŠœ๋””์˜ค ๋ฐฐ๊ฒฝ๋ง‰, ํ™˜๊ฒฝ ์„ค์ •
  • ๋ถ„์œ„๊ธฐ/๋ถ„์œ„๊ธฐ: ๊ฐ์ •์  ํ†ค, ์˜ˆ์ˆ ์  ์Šคํƒ€์ผ
  • ๊ธฐ์ˆ ์  ์ธก๋ฉด: ํ”ผ์‚ฌ๊ณ„ ์‹ฌ๋„, ๊ตฌ์„ฑ

์ „๋ฌธ ์ธ๋ฌผ ์ œ์ž‘ ์‹œ์ž‘ํ•˜๊ธฐ

์ฐฝ์˜์  ๋น„์ „์„ ๋ฉ‹์ง„ ์ธ๋ฌผ ์‚ฌ์ง„์œผ๋กœ ๋ณ€ํ™˜ํ•˜์„ธ์š”. ํŒจ์…˜ ํฌํŠธํด๋ฆฌ์˜ค, ์˜ˆ์ˆ  ํ”„๋กœ์ ํŠธ ๋˜๋Š” ์ƒ์—…์  ์šฉ๋„ ๋“ฑ AWPortrait-FL์€ AI ํšจ์œจ์„ฑ์œผ๋กœ ์ „๋ฌธ๊ฐ€ ํ’ˆ์งˆ์˜ ๊ฒฐ๊ณผ๋ฅผ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค.

์ปค๋ฎค๋‹ˆํ‹ฐ: Discord - Openfree AI | ๋” ๋งŽ์€ AI ๋„๊ตฌ: OpenFree Best AI Services