https://github.com/prithivsakthiur/canopus-realism

Realistic Image Generation, Realistic trigger works properly, better for photorealistic trigger words, close-up shots, face diffusion, male, female characters.
https://github.com/prithivsakthiur/canopus-realism

computer-vision gradio lora model realism realistic sdxl stable-diffusion text2image

Last synced: 11 months ago
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Realistic Image Generation, Realistic trigger works properly, better for photorealistic trigger words, close-up shots, face diffusion, male, female characters.

• Host: GitHub
• URL: https://github.com/prithivsakthiur/canopus-realism
• Owner: PRITHIVSAKTHIUR
• Created: 2024-07-06T08:36:37.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2024-08-01T15:38:22.000Z (almost 2 years ago)
• Last Synced: 2024-08-01T17:39:15.483Z (almost 2 years ago)
• Topics: computer-vision, gradio, lora, model, realism, realistic, sdxl, stable-diffusion, text2image
• Language: Jupyter Notebook
• Homepage: https://huggingface.co/spaces/prithivMLmods/Canopus-Realism
• Size: 20.4 MB
• Stars: 5
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
---

title: CANOPUS REALISM

emoji: 🧒🏻

colorFrom: red

colorTo: gray

sdk: gradio

sdk_version: 4.37.2

app_file: app.py

pinned: false

license: creativeml-openrail-m

header: mini

short_description: Canopus Realism | Text to Image LoRA

---

⭐⭐⭐  Model Repository : https://huggingface.co/prithivMLmods/Canopus-Realism-LoRA  ⭐⭐⭐

![alt text](files/cc.png)

Run in Colab / kaggle notebooks

🧲 : https://colab.research.google.com/drive/18dLI-YQPOP74ZQmEn6MhymZHZTzyD677?usp=sharing

    Procedure :

    Get HF_TOKEN (access token) to access the model.

    Get Logged into Huggingface✅

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

Spaces: https://huggingface.co/spaces/prithivMLmods/Canopus-Realism

![alt text](files/cover.png)

Clone by : 

    # Make sure you have git-lfs installed (https://git-lfs.com)

    git lfs install

    

    git clone https://huggingface.co/spaces/prithivMLmods/Canopus-Realism

    

    # If you want to clone without large files - just their pointers

    

    GIT_LFS_SKIP_SMUDGE=1 git clone https://huggingface.co/spaces/prithivMLmods/Canopus-Realism

## 🧒🏻Demo Images : 

| ![Image 1](assets/3.png) | ![Image 2](assets/8.png) |

|-------------------------|-------------------------|

| ![Image 3](assets/9.png) | ![Image 4](assets/11.png) |

## Working Demo

![alt text](files/yu.gif)

## Screenshots

![alt text](assets/crz.png)

## Requirements.txt

| torch     | diffusers | transformers | safetensors |

|-----------|-----------|--------------|-------------|

| accelerate| spaces    | peft         | pillow      |

## Model Dx

![alt text](assets/xddr.png)

---

# Canopus-Realism-LoRA

The LoRA for the Realism model was trained based on Stable Diffusion XL, working paired with the RealVisXL_V4.0_Lightning model to obtain better diffusion and enhanced results.

| Parameter           | Description                                          |

|---------------------|------------------------------------------------------|

| **Space Name**      | Canopus-Realism                                      |

| **Model Repo**       | [⚡Datasets Used⚡](https://huggingface.co/datasets/prithivMLmods/Canopus-Realism-Minimalist) |

| **Default Theme**   |      Light by Defalut / Can be altered                                         |

| **Description**     | Canopus-Realism provides realistic image generation capabilities with a focus on high-quality outputs. |

## Training 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**                   | 20     |

| **Epoch**                  | 20          | **Save Every N Epochs**      | 1      |

## Basic Parameters Passed to the Code

| Parameter                  | Value                                                                                      |

|----------------------------|--------------------------------------------------------------------------------------------|

| **Prompt**                 | Closeup of blonde woman depth of field, bokeh, shallow focus, minimalism, fujifilm xh2s with Canon EF lens, cinematic --ar 85:128 --v 6.0 --style raw |

| **Sampler**                | euler                                                                                      |

## Download Model

Weights for this model are available in Safetensors format. You can download them from the [Files & versions](https://huggingface.co/prithivMLmods/Canopus-Realism-LoRA/tree/main) tab.

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.@prithivmlmods - hf