Canopus-LoRA-Flux-FaceRealism Open Source Model - Generate High-fidelity and Ultra-realistic Faces for Fashion Photography

Canopus LoRA Flux FaceRealism

Developed by prithivMLmods

Ultra-realistic facial generation model based on Flux style and LoRA technology, focusing on high-fidelity portraits and fashion photography

Image Generation Open Source License:Openrail #Flux-style realism #LoRA fine-tuned facial #High-fidelity portrait

Downloads 2,066

Release Time : 8/29/2024

Model Overview

An ultra-realistic model utilizing LoRA fine-tuning technology, capable of generating high-quality facial images with lifelike textures, lighting, and intricate details. Particularly suitable for portrait and fashion photography scenarios.

Model Features

Ultra-realistic facial details

Capable of generating facial features with fine textures and realistic lighting

Flux style integration

Combines the realism expression techniques of Flux style

LoRA fine-tuning technology

Employs low-rank adaptation for efficient fine-tuning of base models

Multi-scenario adaptation

Supports portrait generation in various shooting scenarios like outdoors and studios

Model Capabilities

High-fidelity facial generation

Fashion photography simulation

Portrait style transformation

Lighting effect control

Multi-aspect ratio image output

Use Cases

Fashion Photography

Model portraits

Generate model portraits with professional studio lighting effects

As shown in Figure 2, a handsome male model's half-body portrait

Outdoor fashion photography

Simulate fashion shooting effects in outdoor environments

As shown in Figure 1, a female portrait with forest background

Creative Art

Stylized portraits

Generate portrait works with specific artistic styles

As shown in Figure 5, a black-and-white silhouette of a woman

🚀 Canopus-LoRA-Flux-FaceRealism

A LoRA model for generating highly realistic face images based on the Flux framework

Flux LoRA DLC🥳: https://huggingface.co/spaces/prithivMLmods/FLUX-LoRA-DLC

⚠️ Important Note

The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.

🚀 Quick Start

Model Description

prithivMLmods/Canopus-LoRA-Flux-FaceRealism

Image Processing Parameters

Parameter	Value	Parameter	Value
LR Scheduler	constant	Noise Offset	0.03
Optimizer	AdamW	Multires Noise Discount	0.1
Network Dim	64	Multires Noise Iterations	10
Network Alpha	32	Repeat & Steps	30 & 3.1K+
Epoch	20	Save Every N Epochs	1

Labeling: florence2-en(natural language & English)

Total Images Used for Training : 200+ [ Hi-RES ]

New Version Available Here

Here's a table summarizing the relevant information about the Flux-Super-Realism-LoRA model on Hugging Face:

Feature	Details
Model Name	`Flux-Super-Realism-LoRA`
Repository	strangerzonehf/Flux-Super-Realism-LoRA
Author	`strangerzonehf`
Description	Super-realism LoRA model designed to produce high-quality, hyper-realistic images using LoRA fine-tuning techniques. This model can generate lifelike textures, lighting, and intricate details.
Model Type	LoRA (Low-Rank Adaptation for Transformers)
Use Cases	- Photorealistic image generation - High-fidelity art - Texture detailing and enhancement
Primary Language	Not applicable (model is image-based)
Base Model	Model used as the foundation for LoRA fine-tuning (may vary per implementation)
License	Refer to Hugging Face model page for specific licensing information.
Tags	super-realism, LoRA, high-fidelity, hyper-realistic
Usage	This model is typically used with tools like Hugging Face's `Diffusers` or other libraries supporting LoRA fine-tuning for enhanced realism in image generation.
Pipeline	Use in `StableDiffusionPipeline` or compatible image generation pipelines.

Image Compare DLC

prithivMLmods/Canopus-LoRA-Flux-FaceRealism

Image	Description
Image 1	Portrait of an attractive woman: Late twenties, light brown hair, wearing a yellow sweater, looking directly at the camera. Standing outdoors near trees. Aspect ratio: 128:85. Style: Raw
Image 2	Headshot of a handsome young man: Dark gray sweater with buttons and shawl collar, brown hair, short beard. Serious expression on a black background, soft studio lighting. Aspect ratio: 85:128. Style: Raw
Image 3	Fashion photo: Model in a white bodysuit and beige trench coat, posing with hands on head in front of a train station at sunset. High resolution, 35mm lens, f/22, natural lighting. Aspect ratio: 85:128. Style: Raw
Image 4	Rustic portrait: Woman with fair skin and natural, wavy hair in soft curls. Wearing a red and navy plaid shirt with a white undershirt, sleeves rolled up. Leaning against a weathered blue door frame with a contemplative expression.

Trigger Prompts

A portrait of an attractive woman in her late twenties with light brown hair and purple, wearing large a a yellow sweater. She is looking directly at the camera, standing outdoors near trees.. --ar 128:85 --v 6.0 --style raw

Headshot of handsome young man, wearing dark gray sweater with buttons and big shawl collar, brown hair and short beard, serious look on his face, black background, soft studio lighting, portrait photography --ar 85:128 --v 6.0 --style raw

A photo of the model wearing a white bodysuit and beige trench coat, posing in front of a train station with hands on head, soft light, sunset, fashion photography, high resolution, 35mm lens, f/22, natural lighting, global illumination. --ar 85:128 --v 6.0 --style raw

An image of a woman with fair skin and natural, wavy hair styled in soft curls around her face. She has defined eyebrows and light-colored eyes that draw attention. She's dressed in a red and navy plaid shirt with the top unbuttoned to show a white undershirt, and the sleeves rolled up to the forearms. The woman is casually leaning against a weathered blue door frame with peeling paint, adding a rustic charm to the scene. Her arms are crossed or resting in front of her, and she has a soft, contemplative expression on her face.

A black and white photo of a woman with shadow., in the style of minimalist beauty, light bronze and bronze, serene faces, sharp edges, karencore, high definition, contrast shading, realism --ar 3:5 --stylize 750 --v 6.0 --style raw

Photograph, face, young man professional model, minimalist, stylish nessy long hairstyle, beard, profound gaze, Canon EOS R5 with an RF 85mm F1.2L lens, solid white environment, studio lights setting, ultra-realistic, 32K UHD --ar 9:16 --style raw --stylize 700

Parameter	Value
Prompt	Photograph, face, young man professional model, minimalist, stylish nessy long hairstyle, beard, profound gaze, Canon EOS R5 with an RF 85mm F1.2L lens, solid white environment, studio lights setting, ultra-realistic, 32K UHD --ar 9:16 --style raw --stylize 700
Sampler	euler

Trigger Words 💥

You should use face to trigger the image generation. You should use realism to trigger the image generation. You should use face realism to trigger the image generation.

💻 Usage Examples

Basic Usage

import torch
from pipelines import DiffusionPipeline

base_model = "black-forest-labs/FLUX.1-dev"
pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16)

lora_repo = "prithivMLmods/Canopus-LoRA-Flux-FaceRealism"
trigger_word = "Realism"  # Leave trigger_word blank if not used.
pipe.load_lora_weights(lora_repo)

device = torch.device("cuda")
pipe.to(device)

App File Structure

/project-root/

├── .gitattributes
├── README.md
├── app.py
├── pythonproject.py

⚠️ Important Note

Do not use a negative prompt as it can lead to the generation of images with artifacts and distortions.

Download Model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.

🪄For anime : https://huggingface.co/prithivMLmods/Canopus-Anime-Art-Flux-LoRA

🤗: https://hf.co/prithivmlmods

Featured Recommended AI Models

Empowering the Future, Your AI Solution Knowledge Base

English 简体中文繁體中文にほんご