File size: 3,183 Bytes
d576b99 8e30118 d576b99 8e30118 d576b99 8e30118 d576b99 8e30118 d576b99 05354f6 57a2a7f 05354f6 d576b99 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 |
---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
widget:
- text: 'Front view, capture a urban style, Gta Hoodie, technical materials, fabric small point label on text Green theory, the design is minimal, with a raised collar, fabric is a Rose, low angle to capture the Hoodies form and detailing, f/5.6 to focus on the hoodies craftsmanship, solid grey background, studio light setting, with batman logo in the chest region of the t-shirt'
output:
url: >-
images/YYY.png
- text: 'Front view, capture a urban style, Hoodie, technical materials, fabric small point label on text Graytheory, the design is minimal, with a raised collar, fabric is a dark grey, low angle to capture the Hoodies form and detailing, f/5.6 to focus on the hoodies craftsmanship, solid grey background, studio light setting'
output:
url: images/XXX.png
- text: 'Front view, capture a urban style, Hoodie, technical materials, fabric small point label on text red theory, the design is minimal, with a raised collar, fabric is a light red, low angle to capture the Hoodies form and detailing, f/5.6 to focus on the hoodies craftsmanship, solid grey background, studio light setting'
output:
url: images/RRR.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: Dress, Cloth, Cloth style, Material Style, Hoodie
license: creativeml-openrail-m
---
# Canopus-Flux-LoRA-Hoodies
<Gallery />
**The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.**
## Setting Up
```
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-Flux-LoRA-Hoodies"
trigger_word = "Cloth style" # Leave trigger_word blank if not used.
pipe.load_lora_weights(lora_repo)
device = torch.device("cuda")
pipe.to(device)
```
## app.py
```
import gradio as gr
gr.load("prithivMLmods/Canopus-Flux-LoRA-Hoodies").launch()
```
## pythonproject.py
```
from fastapi import FastAPI
from fastapi.middleware.cors import CORSMiddleware
import gradio as gr
def image_generator(prompt):
pass
interface = gr.Interface(fn=image_generator, inputs="text", outputs="image")
app = FastAPI()
app.add_middleware(
CORSMiddleware,
allow_origins=["*"],
allow_credentials=True,
allow_methods=["*"],
allow_headers=["*"],
)
app = gr.mount_gradio_app(app, interface, path="/")
```
## App File Structure
/project-root/
│
├── .gitattributes
├── README.md
├── app.py
├── pythonproject.py
## Trigger words
You should use `Dress` to trigger the image generation.
You should use `Cloth` to trigger the image generation.
You should use `Cloth style` to trigger the image generation.
You should use `Material Style` to trigger the image generation.
You should use `Hoodie` to trigger the image generation.
## Download model
Weights for this model are available in Safetensors format.
[Download](/prithivMLmods/Canopus-Flux-LoRA-Hoodies/tree/main) them in the Files & versions tab.
|