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@@ -4,14 +4,22 @@
|
||||
<img src="./images/Bria Logo.svg" alt="BRIA Logo" width="200"/>
|
||||
</p>
|
||||
|
||||
This repository provides custom nodes for ComfyUI, enabling direct access to **BRIA's API endpoints** for image generation workflows. **API documentation** is available [**here**](https://bria-ai-api-docs.redoc.ly/#operation//generation/bria-v2/text-to-image).
|
||||
This repository provides custom nodes for ComfyUI, enabling direct access to **BRIA's API endpoints** for image generation and editing workflows. **API documentation** is available [**here**](https://docs.bria.ai/).
|
||||
|
||||
BRIA's APIs and models are built for commercial use and trained on 100% licensed data and does not contain copyrighted materials, such as fictional characters, logos, trademarks, public figures, harmful content, or privacy-infringing content.
|
||||
|
||||
An API token is required to use the nodes in your workflows. Get started quickly here
|
||||
<a href="https://bria.ai/api/" style="text-decoration:none; vertical-align:middle;">
|
||||
<img src="https://img.shields.io/badge/GET%20YOUR%20TOKEN-1000%20Free%20Calls-blue?style=flat-square" alt="Get Your Token" height="20">
|
||||
</a>.
|
||||
|
||||
For direct API Endpoint use, look for the endpoint in our of our API partners like: [**fal.ai**](https://fal.ai/models?keywords=bria).
|
||||
For source code and weigths access, go to our [**Hugging Face**](https://huggingface.co/briaai) space.
|
||||
|
||||
To load a workflow, import the compatible workflow.json files from this [folder](workflows).
|
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<p align="center">
|
||||
<img src="./images/background_workflow.png" width="1200"/>
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||||
</p>
|
||||
|
||||
|
||||
<!-- Placeholder image of cool workflows. -->
|
||||
@@ -19,43 +27,45 @@ To load a workflow, import the compatible workflow.json files from this [folder]
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|
||||
<!-- <img src="./images/bria_api_nodes_workflow_diagram.png" alt="all workflows example" width="400"/> <img src="./images/bria_api_nodes_workflow_diagram_2.png" alt="all workflows example" width="400"/> -->
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|
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# Coming soon
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||||
|
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- [ ] Video Editing
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|
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# Available Nodes
|
||||
|
||||
## Image Generation Nodes
|
||||
These nodes create high-quality images from text or image prompts, generating photorealistic or artistic results with support for various aspect ratios.
|
||||
|
||||
### **Text2Image Base Node**
|
||||
This node generates images from text prompts, serving as the foundation for creating visuals based on descriptive input. [[🤗model card](https://huggingface.co/briaai/BRIA-2.3)]
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||||
| Node | Description |
|
||||
|------------------------|--------------------------------------------------------------------|
|
||||
| **Text2Image Base** | Generates images from text prompts, serving as the foundation for text-based image creation. |
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| **Text2Image Fast** | Optimized for speed, this node generates images from text prompts with faster results while maintaining quality. |
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| **Text2Image HD** | Optimized for high-resolution outputs, this node generates detailed and sharp visuals from text prompts. |
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| **Reimagine** | Guides image generation using both prompts and an input image. Preserve the original structure and depth while introducing new materials, colors, and textures. |
|
||||
|
||||
## Tailored Generation Nodes
|
||||
These nodes use pre-trained tailored models to generate images that faithfully reproduce specific visual IP elements or guidelines. [[API docs](https://bria-ai-api-docs.redoc.ly/tag/Tailored-Generation)].
|
||||
These nodes use pre-trained tailored models to generate images that faithfully reproduce specific visual IP elements or guidelines.
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|
||||
### **Tailored Gen**
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||||
This node generates images using a trained tailored model, faithfully reproducing specific visual IP elements or guidelines established during model training.
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|
||||
### **Tailored Model Info**
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||||
This node retrieves the **default settings** and **prompt prefix** of a **trained tailored model**. It provides the necessary information to configure and run the model in the **Tailored Gen node**, ensuring consistency with the model's intended behavior.
|
||||
| Node | Description |
|
||||
|------------------------|--------------------------------------------------------------------|
|
||||
| **Tailored Gen** | Generates images using a trained tailored model, reproducing specific visual IP elements or guidelines. Use the Tailored Model Info node to load the model's default settings. |
|
||||
| **Tailored Model Info** | Retrieves the default settings and prompt prefix of a trained tailored model, which can be used to configure the Tailored Gen node. |
|
||||
|
||||
## Image Editing Nodes
|
||||
These nodes modify specific parts of images, enabling adjustments, while maintaining the integrity of the rest of the image.[[API docs](https://bria-ai-api-docs.redoc.ly/tag/Image-Editing)]
|
||||
These nodes modify specific parts of images, enabling adjustments while maintaining the integrity of the rest of the image.
|
||||
|
||||
### **Eraser**
|
||||
This node is used to remove specific objects or areas from an image by providing a mask. Powered by BRIA's ControlNet inpainting [[🤗model card](https://huggingface.co/briaai/BRIA-2.3-ControlNet-Inpainting)] [[🤗HF demo](https://huggingface.co/spaces/briaai/BRIA-Eraser-API)].
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||||
| Node | Description |
|
||||
|------------------------|--------------------------------------------------------------------|
|
||||
| **RMBG 2.0 (Remove Background)** | Removes the background from an image, isolating the foreground subject. |
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||||
| **Replace Background** | Replaces an image’s background with a new one, guided by either a reference image or a prompt. |
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||||
| **Expand Image** | Expands the dimensions of an image, generating new content to fill the extended areas. |
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||||
| **Eraser** | Removes specific objects or areas from an image by providing a mask. |
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||||
| **GenFill** | Generates objects by prompt in a specific region of an image. |
|
||||
| **Erase Foreground** | Removes the foreground from an image, isolating the background. |
|
||||
|
||||
### **GenFill**
|
||||
This node is used to generate objects by prompt in a specific region of an image. This functionality is powered by BRIA's ControlNet Generative Fill. [[🤗model card](https://huggingface.co/briaai/BRIA-2.3-ControlNet-Generative-Fill)] [[🤗HF demo](https://huggingface.co/spaces/briaai/BRIA-Generative-Fill-API)]
|
||||
## Product Shot Editing Nodes
|
||||
These nodes create high-quality product images for eCommerce workflows.
|
||||
|
||||
## Product Shot Generation Nodes
|
||||
These nodes create high-quality product images for eCommerce workflows. [[API docs](https://bria-ai-api-docs.redoc.ly/tag/Product-Shots-Generation)]
|
||||
|
||||
### **ShotByText**
|
||||
This node is used to modify the background in an image by providing a prompt, This functionality is powered by BRIA's ControlNet Background-Generation.[[🤗ContrlNet model card](https://huggingface.co/briaai/BRIA-2.3-ControlNet-BG-Gen)] [[🤗HF demo](https://huggingface.co/spaces/briaai/Product-Shot-Generation)].
|
||||
|
||||
### **ShotByImage**
|
||||
This node is used to modify the background in an image by providing a reference image. This functionality is powered by BRIA's ControlNet Background-Generation and BRIA's Image-Prompt. [[🤗ContrlNet model card](https://huggingface.co/briaai/BRIA-2.3-ControlNet-Inpainting)] [[🤗IP-Adapter model card](https://huggingface.co/briaai/Image-Prompt)] [[🤗HF demo](https://huggingface.co/spaces/briaai/Product-Shot-Generation)].
|
||||
| Node | Description |
|
||||
|------------------------|--------------------------------------------------------------------|
|
||||
| **ShotByText** | Modifies an image's background by providing a text prompt. Powered by BRIA's ControlNet Background-Generation. |
|
||||
| **ShotByImage** | Modifies an image's background by providing a reference image. Uses BRIA's ControlNet Background-Generation and Image-Prompt. |
|
||||
|
||||
# Installation
|
||||
There are two methods to install the BRIA ComfyUI API nodes:
|
||||
|
||||
+2
-1
@@ -1,5 +1,5 @@
|
||||
from .nodes import (EraserNode, GenFillNode, ImageExpansionNode, ReplaceBgNode, RmbgNode, RemoveForegroundNode, ShotByTextNode, ShotByImageNode, TailoredGenNode,
|
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TailoredModelInfoNode, Text2ImageBaseNode, Text2ImageFastNode, Text2ImageHDNode,
|
||||
TailoredModelInfoNode, Text2ImageBaseNode, Text2ImageFastNode, Text2ImageHDNode, TailoredPortraitNode,
|
||||
ReimagineNode)
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# Map the node class to a name used internally by ComfyUI
|
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NODE_CLASS_MAPPINGS = {
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||||
@@ -13,6 +13,7 @@ NODE_CLASS_MAPPINGS = {
|
||||
"ShotByImageNode": ShotByImageNode,
|
||||
"BriaTailoredGen": TailoredGenNode,
|
||||
"TailoredModelInfoNode": TailoredModelInfoNode,
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"TailoredPortraitNode": TailoredPortraitNode,
|
||||
"Text2ImageBaseNode": Text2ImageBaseNode,
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||||
"Text2ImageFastNode": Text2ImageFastNode,
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"Text2ImageHDNode": Text2ImageHDNode,
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|
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@@ -8,6 +8,7 @@ from .shot_by_text_node import ShotByTextNode
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||||
from .shot_by_image_node import ShotByImageNode
|
||||
from .tailored_gen_node import TailoredGenNode
|
||||
from .tailored_model_info_node import TailoredModelInfoNode
|
||||
from .tailored_portrait_node import TailoredPortraitNode
|
||||
from .text_2_image_base_node import Text2ImageBaseNode
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||||
from .text_2_image_fast_node import Text2ImageFastNode
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||||
from .text_2_image_hd_node import Text2ImageHDNode
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||||
|
||||
@@ -17,6 +17,9 @@ class GenFillNode():
|
||||
"prompt": ("STRING",),
|
||||
"api_key": ("STRING", {"default": "BRIA_API_TOKEN"}), # API Key input with a default value
|
||||
},
|
||||
"optional": {
|
||||
"seed": ("INT", {"default": 123456})
|
||||
}
|
||||
}
|
||||
|
||||
RETURN_TYPES = ("IMAGE",)
|
||||
@@ -28,7 +31,7 @@ class GenFillNode():
|
||||
self.api_url = "https://engine.prod.bria-api.com/v1/gen_fill" # Eraser API URL
|
||||
|
||||
# Define the execute method as expected by ComfyUI
|
||||
def execute(self, image, mask, prompt, api_key):
|
||||
def execute(self, image, mask, prompt, api_key, seed):
|
||||
if api_key.strip() == "" or api_key.strip() == "BRIA_API_TOKEN":
|
||||
raise Exception("Please insert a valid API key.")
|
||||
|
||||
@@ -48,7 +51,8 @@ class GenFillNode():
|
||||
"mask_file": f"{mask_base64}",
|
||||
"prompt": prompt,
|
||||
"negative_prompt": "blurry",
|
||||
"sync": True
|
||||
"sync": True,
|
||||
"seed": seed,
|
||||
}
|
||||
|
||||
headers = {
|
||||
|
||||
@@ -23,6 +23,7 @@ class ImageExpansionNode():
|
||||
"prompt": ("STRING", {"default": ""}),
|
||||
"seed": ("INT", {"default": 681794}),
|
||||
"negative_prompt": ("STRING", {"default": "Ugly, mutated"}),
|
||||
"content_moderation": ("BOOLEAN", {"default": False}),
|
||||
}
|
||||
}
|
||||
|
||||
@@ -42,6 +43,7 @@ class ImageExpansionNode():
|
||||
prompt,
|
||||
seed,
|
||||
negative_prompt,
|
||||
content_moderation,
|
||||
api_key):
|
||||
if api_key.strip() == "" or api_key.strip() == "BRIA_API_TOKEN":
|
||||
raise Exception("Please insert a valid API key.")
|
||||
@@ -70,8 +72,8 @@ class ImageExpansionNode():
|
||||
"canvas_size": canvas_size,
|
||||
"prompt": prompt,
|
||||
"negative_prompt": negative_prompt,
|
||||
"seed": seed
|
||||
# "sync": True
|
||||
"seed": seed,
|
||||
"content_moderation": content_moderation
|
||||
}
|
||||
|
||||
headers = {
|
||||
|
||||
@@ -20,6 +20,7 @@ class ReimagineNode():
|
||||
"tailored_model_id": ("STRING", ),
|
||||
"tailored_model_influence": ("FLOAT", {"default": 0.5}),
|
||||
"tailored_generation_prefix": ("STRING",), # if used with tailored, possibly get this from the tailored model info node
|
||||
"content_moderation": ("INT", {"default": 0}),
|
||||
}
|
||||
}
|
||||
|
||||
@@ -35,8 +36,8 @@ class ReimagineNode():
|
||||
self, api_key, prompt, seed,
|
||||
steps_num, fast, structure_ref_influence, structure_image=None,
|
||||
tailored_model_id=None, tailored_model_influence=None, tailored_generation_prefix=None,
|
||||
):
|
||||
fast = bool(fast)
|
||||
content_moderation=0,
|
||||
):
|
||||
payload = {
|
||||
"prompt": tailored_generation_prefix + prompt,
|
||||
"num_results": 1,
|
||||
@@ -44,6 +45,7 @@ class ReimagineNode():
|
||||
"seed": seed,
|
||||
"steps_num": steps_num,
|
||||
"include_generation_prefix": False,
|
||||
"content_moderation": content_moderation,
|
||||
}
|
||||
if structure_image is not None:
|
||||
structure_image = preprocess_image(structure_image)
|
||||
|
||||
@@ -15,6 +15,9 @@ class RemoveForegroundNode():
|
||||
"image": ("IMAGE",), # Input image from another node
|
||||
"api_key": ("STRING", {"default": "BRIA_API_TOKEN"}), # API Key input with a default value
|
||||
},
|
||||
"optional": {
|
||||
"content_moderation": ("BOOLEAN", {"default": False}),
|
||||
}
|
||||
}
|
||||
|
||||
RETURN_TYPES = ("IMAGE",)
|
||||
@@ -26,7 +29,7 @@ class RemoveForegroundNode():
|
||||
self.api_url = "https://engine.internal.prod.bria-api.com/v1/erase_foreground" # remove foreground API URL
|
||||
|
||||
# Define the execute method as expected by ComfyUI
|
||||
def execute(self, image, api_key):
|
||||
def execute(self, image, content_moderation, api_key):
|
||||
if api_key.strip() == "" or api_key.strip() == "BRIA_API_TOKEN":
|
||||
raise Exception("Please insert a valid API key.")
|
||||
|
||||
@@ -41,7 +44,7 @@ class RemoveForegroundNode():
|
||||
|
||||
# files=[('file',('temp_img.jpeg', open(temp_img_path, 'rb'),'image/jpeg'))
|
||||
# ]
|
||||
payload = {"file": image_to_base64(image)}
|
||||
payload = {"file": image_to_base64(image), "content_moderation": content_moderation}
|
||||
|
||||
headers = {
|
||||
"Content-Type": "application/json",
|
||||
|
||||
@@ -24,7 +24,8 @@ class ReplaceBgNode():
|
||||
"original_quality": ("BOOLEAN", {"default": False}),
|
||||
"force_rmbg": ("BOOLEAN", {"default": False}),
|
||||
"negative_prompt": ("STRING", {"default": None}),
|
||||
"seed": ("INT", {"default": 681794})
|
||||
"seed": ("INT", {"default": 681794}),
|
||||
"content_moderation": ("BOOLEAN", {"default": False}),
|
||||
}
|
||||
}
|
||||
|
||||
@@ -45,6 +46,7 @@ class ReplaceBgNode():
|
||||
negative_prompt,
|
||||
seed,
|
||||
api_key,
|
||||
content_moderation,
|
||||
bg_prompt=None,
|
||||
ref_image=None,):
|
||||
if api_key.strip() == "" or api_key.strip() == "BRIA_API_TOKEN":
|
||||
@@ -74,7 +76,8 @@ class ReplaceBgNode():
|
||||
"negative_prompt": negative_prompt,
|
||||
"seed": seed,
|
||||
"sync": True,
|
||||
"num_results": 1
|
||||
"num_results": 1,
|
||||
"content_moderation": content_moderation
|
||||
}
|
||||
|
||||
headers = {
|
||||
|
||||
+15
-8
@@ -5,7 +5,7 @@ import io
|
||||
import torch
|
||||
|
||||
from .common import preprocess_image
|
||||
|
||||
from io import BytesIO
|
||||
|
||||
class RmbgNode():
|
||||
@classmethod
|
||||
@@ -15,6 +15,9 @@ class RmbgNode():
|
||||
"image": ("IMAGE",), # Input image from another node
|
||||
"api_key": ("STRING", {"default": "BRIA_API_TOKEN"}), # API Key input with a default value
|
||||
},
|
||||
"optional": {
|
||||
"content_moderation": ("BOOLEAN", {"default": False}),
|
||||
}
|
||||
}
|
||||
|
||||
RETURN_TYPES = ("IMAGE",)
|
||||
@@ -26,7 +29,7 @@ class RmbgNode():
|
||||
self.api_url = "https://engine.prod.bria-api.com/v1/background/remove" # RMBG API URL
|
||||
|
||||
# Define the execute method as expected by ComfyUI
|
||||
def execute(self, image, api_key):
|
||||
def execute(self, image, content_moderation, api_key):
|
||||
if api_key.strip() == "" or api_key.strip() == "BRIA_API_TOKEN":
|
||||
raise Exception("Please insert a valid API key.")
|
||||
|
||||
@@ -35,14 +38,18 @@ class RmbgNode():
|
||||
image = preprocess_image(image)
|
||||
|
||||
# Prepare the API request payload
|
||||
# temporary save the image to /tmp
|
||||
temp_img_path = "/tmp/temp_img.jpeg"
|
||||
image.save(temp_img_path, format="JPEG")
|
||||
files=[('file',('temp_img.jpeg', open(temp_img_path, 'rb'),'image/jpeg'))
|
||||
]
|
||||
image_buffer = BytesIO()
|
||||
image.save(image_buffer, format="JPEG")
|
||||
|
||||
# Get binary data from buffer
|
||||
image_buffer.seek(0) # Move cursor to the start of the buffer
|
||||
binary_data = image_buffer.read()
|
||||
|
||||
files=[('file',('temp_img.jpeg', BytesIO(binary_data),'image/jpeg'))]
|
||||
payload = {"content_moderation": content_moderation}
|
||||
|
||||
try:
|
||||
response = requests.post(self.api_url, data={}, headers={"api_token": api_key}, files=files)
|
||||
response = requests.post(self.api_url, data=payload, headers={"api_token": api_key}, files=files)
|
||||
# Check for successful response
|
||||
if response.status_code == 200:
|
||||
print('response is 200')
|
||||
|
||||
@@ -12,7 +12,10 @@ class ShotByImageNode():
|
||||
"ref_image": ("IMAGE",), # ref image from another node
|
||||
"enhance_ref_image": ("INT", {"default": 1}),
|
||||
"api_key": ("STRING", {"default": "BRIA_API_TOKEN"}) # API Key input with a default value
|
||||
}
|
||||
},
|
||||
"optional": {
|
||||
"content_moderation": ("BOOLEAN", {"default": False}),
|
||||
}
|
||||
}
|
||||
|
||||
RETURN_TYPES = ("IMAGE",)
|
||||
@@ -24,7 +27,7 @@ class ShotByImageNode():
|
||||
self.api_url = "https://engine.prod.bria-api.com/v1/product/lifestyle_shot_by_image" # Eraser API URL
|
||||
|
||||
# Define the execute method as expected by ComfyUI
|
||||
def execute(self, image, ref_image, api_key, enhance_ref_image, ):
|
||||
def execute(self, image, ref_image, api_key, enhance_ref_image, content_moderation):
|
||||
if api_key.strip() == "" or api_key.strip() == "BRIA_API_TOKEN":
|
||||
raise Exception("Please insert a valid API key.")
|
||||
|
||||
@@ -45,7 +48,8 @@ class ShotByImageNode():
|
||||
"enhance_ref_image": enhance_ref_image,
|
||||
"placement_type": "original",
|
||||
"original_quality": True,
|
||||
"sync": True
|
||||
"sync": True,
|
||||
"content_moderation": content_moderation
|
||||
}
|
||||
headers = {
|
||||
"Content-Type": "application/json",
|
||||
|
||||
@@ -12,7 +12,10 @@ class ShotByTextNode():
|
||||
"scene_description": ("STRING",),
|
||||
"optimize_description": ("INT", {"default": 1}),
|
||||
"api_key": ("STRING", {"default": "BRIA_API_TOKEN"}) # API Key input with a default value
|
||||
}
|
||||
},
|
||||
"optional": {
|
||||
"content_moderation": ("BOOLEAN", {"default": False}),
|
||||
}
|
||||
}
|
||||
|
||||
RETURN_TYPES = ("IMAGE",)
|
||||
@@ -24,7 +27,7 @@ class ShotByTextNode():
|
||||
self.api_url = "https://engine.prod.bria-api.com/v1/product/lifestyle_shot_by_text" # Eraser API URL
|
||||
|
||||
# Define the execute method as expected by ComfyUI
|
||||
def execute(self, image, api_key, scene_description, optimize_description, ):
|
||||
def execute(self, image, api_key, scene_description, optimize_description, content_moderation):
|
||||
if api_key.strip() == "" or api_key.strip() == "BRIA_API_TOKEN":
|
||||
raise Exception("Please insert a valid API key.")
|
||||
|
||||
@@ -40,7 +43,9 @@ class ShotByTextNode():
|
||||
"optimize_description": optimize_description,
|
||||
"placement_type": "original",
|
||||
"original_quality": True,
|
||||
"sync": True
|
||||
"sync": True,
|
||||
"content_moderation": content_moderation
|
||||
|
||||
}
|
||||
headers = {
|
||||
"Content-Type": "application/json",
|
||||
|
||||
@@ -26,6 +26,7 @@ class TailoredGenNode():
|
||||
"guidance_method_2": (["controlnet_canny", "controlnet_depth", "controlnet_recoloring", "controlnet_color_grid"], {"default": "controlnet_canny"}),
|
||||
"guidance_method_2_scale": ("FLOAT", {"default": 1.0}),
|
||||
"guidance_method_2_image": ("IMAGE", ),
|
||||
"content_moderation": ("INT", {"default": 0}),
|
||||
}
|
||||
}
|
||||
|
||||
@@ -42,8 +43,8 @@ class TailoredGenNode():
|
||||
seed, model_influence, negative_prompt, fast, steps_num,
|
||||
guidance_method_1=None, guidance_method_1_scale=None, guidance_method_1_image=None,
|
||||
guidance_method_2=None, guidance_method_2_scale=None, guidance_method_2_image=None,
|
||||
content_moderation=0,
|
||||
):
|
||||
fast = bool(fast)
|
||||
payload = {
|
||||
"prompt": generation_prefix + prompt,
|
||||
"num_results": 1,
|
||||
@@ -55,6 +56,7 @@ class TailoredGenNode():
|
||||
"fast": fast,
|
||||
"steps_num": steps_num,
|
||||
"include_generation_prefix": False,
|
||||
"content_moderation": content_moderation,
|
||||
}
|
||||
if guidance_method_1_image is not None:
|
||||
guidance_method_1_image = preprocess_image(guidance_method_1_image)
|
||||
|
||||
@@ -0,0 +1,75 @@
|
||||
import numpy as np
|
||||
import requests
|
||||
from PIL import Image
|
||||
import io
|
||||
import torch
|
||||
|
||||
from .common import image_to_base64, preprocess_image
|
||||
|
||||
class TailoredPortraitNode():
|
||||
@classmethod
|
||||
def INPUT_TYPES(self):
|
||||
return {
|
||||
"required": {
|
||||
"image": ("IMAGE",), # Input image from another node
|
||||
"tailored_model_id": ("INT",),
|
||||
"api_key": ("STRING", {"default": "BRIA_API_TOKEN"}), # API Key input with a default value
|
||||
},
|
||||
"optional": {
|
||||
"seed": ("INT", {"default": 123456}),
|
||||
"tailored_model_influence": ("FLOAT", {"default": 0.9}),
|
||||
"id_strength": ("FLOAT", {"default": 0.7}),
|
||||
}
|
||||
}
|
||||
|
||||
RETURN_TYPES = ("IMAGE",)
|
||||
RETURN_NAMES = ("output_image",)
|
||||
CATEGORY = "API Nodes"
|
||||
FUNCTION = "execute" # This is the method that will be executed
|
||||
|
||||
def __init__(self):
|
||||
self.api_url = "https://engine.prod.bria-api.com/v1/tailored-gen/restyle_portrait" # Eraser API URL
|
||||
|
||||
# Define the execute method as expected by ComfyUI
|
||||
def execute(self, image, tailored_model_id, api_key, seed, tailored_model_influence, id_strength):
|
||||
if api_key.strip() == "" or api_key.strip() == "BRIA_API_TOKEN":
|
||||
raise Exception("Please insert a valid API key.")
|
||||
|
||||
# Convert the image and mask directly to if isinstance(image, torch.Tensor):
|
||||
if isinstance(image, torch.Tensor):
|
||||
image = preprocess_image(image)
|
||||
|
||||
image_base64 = image_to_base64(image)
|
||||
|
||||
# Prepare the API request payload
|
||||
payload = {
|
||||
"id_image_file": f"{image_base64}",
|
||||
"tailored_model_id": tailored_model_id,
|
||||
"tailored_model_influence": tailored_model_influence,
|
||||
"id_strength": id_strength,
|
||||
"seed": seed
|
||||
}
|
||||
|
||||
headers = {
|
||||
"Content-Type": "application/json",
|
||||
"api_token": f"{api_key}"
|
||||
}
|
||||
|
||||
try:
|
||||
response = requests.post(self.api_url, json=payload, headers=headers)
|
||||
# Check for successful response
|
||||
if response.status_code == 200:
|
||||
print('response is 200')
|
||||
# Process the output image from API response
|
||||
response_dict = response.json()
|
||||
image_response = requests.get(response_dict['image_res'])
|
||||
result_image = Image.open(io.BytesIO(image_response.content))
|
||||
result_image = result_image.convert("RGB")
|
||||
result_image = np.array(result_image).astype(np.float32) / 255.0
|
||||
result_image = torch.from_numpy(result_image)[None,]
|
||||
return (result_image,)
|
||||
else:
|
||||
raise Exception(f"Error: API request failed with status code {response.status_code}")
|
||||
|
||||
except Exception as e:
|
||||
raise Exception(f"{e}")
|
||||
@@ -28,6 +28,7 @@ class Text2ImageBaseNode():
|
||||
"image_prompt_mode": (["regular", "style_only"], {"default": "regular"}),
|
||||
"image_prompt_image": ("IMAGE", ),
|
||||
"image_prompt_scale": ("FLOAT", {"default": 1.0}),
|
||||
"content_moderation": ("INT", {"default": 0}),
|
||||
}
|
||||
}
|
||||
|
||||
@@ -45,8 +46,8 @@ class Text2ImageBaseNode():
|
||||
guidance_method_1=None, guidance_method_1_scale=None, guidance_method_1_image=None,
|
||||
guidance_method_2=None, guidance_method_2_scale=None, guidance_method_2_image=None,
|
||||
image_prompt_mode=None, image_prompt_image=None, image_prompt_scale=None,
|
||||
content_moderation=0,
|
||||
):
|
||||
prompt_enhancement = bool(prompt_enhancement)
|
||||
payload = {
|
||||
"prompt": prompt,
|
||||
"num_results": 1,
|
||||
@@ -57,6 +58,7 @@ class Text2ImageBaseNode():
|
||||
"steps_num": steps_num,
|
||||
"text_guidance_scale": text_guidance_scale,
|
||||
"prompt_enhancement": prompt_enhancement,
|
||||
"content_moderation": content_moderation,
|
||||
}
|
||||
if medium != "none":
|
||||
payload["medium"] = medium
|
||||
|
||||
@@ -25,6 +25,7 @@ class Text2ImageFastNode():
|
||||
"image_prompt_mode": (["regular", "style_only"], {"default": "regular"}),
|
||||
"image_prompt_image": ("IMAGE", ),
|
||||
"image_prompt_scale": ("FLOAT", {"default": 1.0}),
|
||||
"content_moderation": ("INT", {"default": 0}),
|
||||
}
|
||||
}
|
||||
|
||||
@@ -42,8 +43,8 @@ class Text2ImageFastNode():
|
||||
guidance_method_1=None, guidance_method_1_scale=None, guidance_method_1_image=None,
|
||||
guidance_method_2=None, guidance_method_2_scale=None, guidance_method_2_image=None,
|
||||
image_prompt_mode=None, image_prompt_image=None, image_prompt_scale=None,
|
||||
content_moderation=0,
|
||||
):
|
||||
prompt_enhancement = bool(prompt_enhancement)
|
||||
payload = {
|
||||
"prompt": prompt,
|
||||
"num_results": 1,
|
||||
@@ -52,6 +53,7 @@ class Text2ImageFastNode():
|
||||
"seed": seed,
|
||||
"steps_num": steps_num,
|
||||
"prompt_enhancement": prompt_enhancement,
|
||||
"content_moderation": content_moderation,
|
||||
}
|
||||
if guidance_method_1_image is not None:
|
||||
guidance_method_1_image = preprocess_image(guidance_method_1_image)
|
||||
|
||||
@@ -19,6 +19,7 @@ class Text2ImageHDNode():
|
||||
"prompt_enhancement": ("INT", {"default": 0}),
|
||||
"text_guidance_scale": ("INT", {"default": 5}),
|
||||
"medium": (["photography", "art", "none"], {"default": "none"}),
|
||||
"content_moderation": ("INT", {"default": 0}),
|
||||
}
|
||||
}
|
||||
|
||||
@@ -32,9 +33,8 @@ class Text2ImageHDNode():
|
||||
|
||||
def execute(
|
||||
self, api_key, prompt, aspect_ratio, seed, negative_prompt,
|
||||
steps_num, prompt_enhancement, text_guidance_scale, medium,
|
||||
steps_num, prompt_enhancement, text_guidance_scale, medium, content_moderation=0,
|
||||
):
|
||||
prompt_enhancement = bool(prompt_enhancement)
|
||||
payload = {
|
||||
"prompt": prompt,
|
||||
"num_results": 1,
|
||||
@@ -45,6 +45,7 @@ class Text2ImageHDNode():
|
||||
"steps_num": steps_num,
|
||||
"text_guidance_scale": text_guidance_scale,
|
||||
"prompt_enhancement": prompt_enhancement,
|
||||
"content_moderation": content_moderation,
|
||||
}
|
||||
if medium != "none":
|
||||
payload["medium"] = medium
|
||||
|
||||
+1
-1
@@ -1,7 +1,7 @@
|
||||
[project]
|
||||
name = "comfyui-bria-api"
|
||||
description = "Custom nodes for ComfyUI using BRIA's API."
|
||||
version = "2.0.1"
|
||||
version = "2.0.3"
|
||||
license = {file = "LICENSE"}
|
||||
|
||||
[project.urls]
|
||||
|
||||
@@ -0,0 +1 @@
|
||||
{"last_node_id":39,"last_link_id":65,"nodes":[{"id":34,"type":"LoadImage","pos":[19.94045066833496,1075.806640625],"size":[315,314],"flags":{},"order":0,"mode":0,"inputs":[],"outputs":[{"name":"IMAGE","type":"IMAGE","links":[61],"slot_index":0,"localized_name":"IMAGE"},{"name":"MASK","type":"MASK","links":null,"localized_name":"MASK"}],"properties":{"Node name for S&R":"LoadImage"},"widgets_values":["quirky-red-brick-brick-wallpaper.jpg","image"]},{"id":36,"type":"PreviewImage","pos":[468.7108154296875,1210.288818359375],"size":[210,246],"flags":{},"order":5,"mode":0,"inputs":[{"name":"images","type":"IMAGE","link":63,"localized_name":"images"}],"outputs":[],"properties":{"Node name for S&R":"PreviewImage"},"widgets_values":[]},{"id":33,"type":"PreviewImage","pos":[1317.4083251953125,1118.4864501953125],"size":[210,246],"flags":{},"order":8,"mode":0,"inputs":[{"name":"images","type":"IMAGE","link":59,"localized_name":"images"}],"outputs":[],"properties":{"Node name for S&R":"PreviewImage"},"widgets_values":[]},{"id":31,"type":"PreviewImage","pos":[1668.734619140625,796.7755737304688],"size":[210,246],"flags":{},"order":10,"mode":0,"inputs":[{"name":"images","type":"IMAGE","link":57,"localized_name":"images"}],"outputs":[],"properties":{"Node name for S&R":"PreviewImage"},"widgets_values":[]},{"id":29,"type":"PreviewImage","pos":[872.8858032226562,679.9429321289062],"size":[210,246],"flags":{},"order":6,"mode":0,"inputs":[{"name":"images","type":"IMAGE","link":55,"localized_name":"images"}],"outputs":[],"properties":{"Node name for S&R":"PreviewImage"},"widgets_values":[]},{"id":28,"type":"LoadImage","pos":[29.629886627197266,676.8370361328125],"size":[315,314],"flags":{},"order":1,"mode":0,"inputs":[],"outputs":[{"name":"IMAGE","type":"IMAGE","links":[54],"slot_index":0,"localized_name":"IMAGE"},{"name":"MASK","type":"MASK","links":null,"localized_name":"MASK"}],"properties":{"Node name for S&R":"LoadImage"},"widgets_values":["pexels-photo-1808399.jpeg","image"]},{"id":35,"type":"RemoveForegroundNode","pos":[414.2638854980469,1079.1705322265625],"size":[315,58],"flags":{},"order":3,"mode":0,"inputs":[{"name":"image","type":"IMAGE","link":61,"localized_name":"image"}],"outputs":[{"name":"output_image","type":"IMAGE","links":[62,63],"slot_index":0,"localized_name":"output_image"}],"properties":{"Node name for S&R":"RemoveForegroundNode"},"widgets_values":["BRIA_API_TOKEN"]},{"id":32,"type":"ReplaceBgNode","pos":[834.6115112304688,1063.0406494140625],"size":[315,294],"flags":{},"order":7,"mode":0,"inputs":[{"name":"image","type":"IMAGE","link":65,"localized_name":"image"},{"name":"ref_image","type":"IMAGE","link":62,"shape":7,"localized_name":"ref_image"}],"outputs":[{"name":"output_image","type":"IMAGE","links":[59,64],"slot_index":0,"localized_name":"output_image"}],"properties":{"Node name for S&R":"ReplaceBgNode"},"widgets_values":["BRIA_API_TOKEN",false,"",true,true,true,false,"",1978,"randomize"]},{"id":30,"type":"ImageExpansionNode","pos":[1265.001220703125,798.8323974609375],"size":[315,226],"flags":{},"order":9,"mode":0,"inputs":[{"name":"image","type":"IMAGE","link":64,"localized_name":"image"}],"outputs":[{"name":"output_image","type":"IMAGE","links":[57],"slot_index":0,"localized_name":"output_image"}],"properties":{"Node name for S&R":"ImageExpansionNode"},"widgets_values":["600,760","200, 0","BRIA_API_TOKEN","1200, 800","",1729,"randomize","Ugly, mutated"]},{"id":38,"type":"Note","pos":[436.7110900878906,566.2047119140625],"size":[306.28387451171875,58],"flags":{},"order":2,"mode":0,"inputs":[],"outputs":[],"properties":{},"widgets_values":["You can get your BRIA API token at:\nhttps://bria.ai/api/"],"color":"#432","bgcolor":"#653"},{"id":27,"type":"RmbgNode","pos":[430.8815002441406,678.7727661132812],"size":[315,58],"flags":{},"order":4,"mode":0,"inputs":[{"name":"image","type":"IMAGE","link":54,"localized_name":"image"}],"outputs":[{"name":"output_image","type":"IMAGE","links":[55,65],"slot_index":0,"localized_name":"output_image"}],"properties":{"Node name for S&R":"RmbgNode"},"widgets_values":["BRIA_API_TOKEN"]}],"links":[[51,5,0,15,2,"STRING"],[54,28,0,27,0,"IMAGE"],[55,27,0,29,0,"IMAGE"],[57,30,0,31,0,"IMAGE"],[59,32,0,33,0,"IMAGE"],[61,34,0,35,0,"IMAGE"],[62,35,0,32,1,"IMAGE"],[63,35,0,36,0,"IMAGE"],[64,32,0,30,0,"IMAGE"],[65,27,0,32,0,"IMAGE"]],"groups":[],"config":{},"extra":{"ds":{"scale":0.8140274938684037,"offset":[101.53311990208498,-477.0342684311694]},"node_versions":{"comfyui-bria-api":"c72754d15b53a13ee0c0419d70401232c56b7fdb","comfy-core":"v0.3.8-1-gc441048","ComfyUI-Jjk-Nodes":"b3c99bb78a99551776b5eab1a820e1cd58f84f31"}},"version":0.4}
|
||||
@@ -0,0 +1 @@
|
||||
{"last_node_id":41,"last_link_id":62,"nodes":[{"id":14,"type":"Note","pos":[478,444],"size":[396.80859375,61.8046875],"flags":{},"order":0,"mode":0,"inputs":[],"outputs":[],"properties":{},"widgets_values":["Right click, and choose \"Open in Mask Editor\" to draw a mask of areas you want to erase."],"color":"#432","bgcolor":"#653"},{"id":15,"type":"Note","pos":[1080.3062744140625,445.9654541015625],"size":[306.28387451171875,58],"flags":{},"order":1,"mode":0,"inputs":[],"outputs":[],"properties":{},"widgets_values":["You can get your BRIA API token at:\nhttps://bria.ai/api/"],"color":"#432","bgcolor":"#653"},{"id":30,"type":"LoadImage","pos":[479,572],"size":[395.7845153808594,352.8512268066406],"flags":{},"order":2,"mode":0,"inputs":[],"outputs":[{"name":"IMAGE","type":"IMAGE","links":[56],"slot_index":0,"shape":3,"localized_name":"IMAGE"},{"name":"MASK","type":"MASK","links":[57],"slot_index":1,"shape":3,"localized_name":"MASK"}],"properties":{"Node name for S&R":"LoadImage"},"widgets_values":["clipspace/clipspace-mask-4068974.800000012.png [input]","image"]},{"id":37,"type":"PreviewImage","pos":[1504.4755859375,568.9967651367188],"size":[438.50262451171875,376.8338317871094],"flags":{},"order":6,"mode":0,"inputs":[{"name":"images","type":"IMAGE","link":58,"localized_name":"images"}],"outputs":[],"properties":{"Node name for S&R":"PreviewImage"},"widgets_values":[]},{"id":33,"type":"PreviewImage","pos":[1502.785888671875,1078.3564453125],"size":[433.29193115234375,357.1255187988281],"flags":{},"order":7,"mode":0,"inputs":[{"name":"images","type":"IMAGE","link":54,"localized_name":"images"}],"outputs":[],"properties":{"Node name for S&R":"PreviewImage"},"widgets_values":[]},{"id":40,"type":"LoadImage","pos":[541.1226806640625,1079.39697265625],"size":[315,314],"flags":{},"order":3,"mode":0,"inputs":[],"outputs":[{"name":"IMAGE","type":"IMAGE","links":[61],"slot_index":0,"localized_name":"IMAGE"},{"name":"MASK","type":"MASK","links":[62],"slot_index":1,"localized_name":"MASK"}],"properties":{"Node name for S&R":"LoadImage"},"widgets_values":["clipspace/clipspace-mask-4411367.100000024.png [input]","image"]},{"id":34,"type":"BriaGenFill","pos":[1032.416748046875,1073.984619140625],"size":[315,102],"flags":{},"order":5,"mode":0,"inputs":[{"name":"image","type":"IMAGE","link":61,"localized_name":"image"},{"name":"mask","type":"MASK","link":62,"localized_name":"mask"}],"outputs":[{"name":"output_image","type":"IMAGE","links":[54],"slot_index":0,"shape":3,"localized_name":"output_image"}],"properties":{"Node name for S&R":"BriaGenFill"},"widgets_values":["a blue coffee mug","BRIA_API_TOKEN"]},{"id":36,"type":"BriaEraser","pos":[1068.6063232421875,574.6080322265625],"size":[315,78],"flags":{},"order":4,"mode":0,"inputs":[{"name":"image","type":"IMAGE","link":56,"localized_name":"image"},{"name":"mask","type":"MASK","link":57,"localized_name":"mask"}],"outputs":[{"name":"output_image","type":"IMAGE","links":[58],"slot_index":0,"localized_name":"output_image"}],"properties":{"Node name for S&R":"BriaEraser"},"widgets_values":["BRIA_API_TOKEN"]}],"links":[[54,34,0,33,0,"IMAGE"],[56,30,0,36,0,"IMAGE"],[57,30,1,36,1,"MASK"],[58,36,0,37,0,"IMAGE"],[61,40,0,34,0,"IMAGE"],[62,40,1,34,1,"MASK"]],"groups":[],"config":{},"extra":{"ds":{"scale":0.6727499949325677,"offset":[131.53042816003972,-419.53430403204317]}},"version":0.4}
|
||||
@@ -1,203 +0,0 @@
|
||||
{
|
||||
"last_node_id": 28,
|
||||
"last_link_id": 42,
|
||||
"nodes": [
|
||||
{
|
||||
"id": 15,
|
||||
"type": "Note",
|
||||
"pos": {
|
||||
"0": 1021,
|
||||
"1": 280
|
||||
},
|
||||
"size": {
|
||||
"0": 311.8914794921875,
|
||||
"1": 153.69827270507812
|
||||
},
|
||||
"flags": {},
|
||||
"order": 0,
|
||||
"mode": 0,
|
||||
"inputs": [],
|
||||
"outputs": [],
|
||||
"properties": {},
|
||||
"widgets_values": [
|
||||
"The default BRIA API key for ComfyUI (BRIA_ComfyUI_Key) offers 10,000 API calls for the entire community. \n\nGet your own token at:\nhttps://bria.ai/api/"
|
||||
],
|
||||
"color": "#432",
|
||||
"bgcolor": "#653"
|
||||
},
|
||||
{
|
||||
"id": 13,
|
||||
"type": "PreviewImage",
|
||||
"pos": {
|
||||
"0": 1410,
|
||||
"1": 160
|
||||
},
|
||||
"size": {
|
||||
"0": 474.7605895996094,
|
||||
"1": 303.117919921875
|
||||
},
|
||||
"flags": {},
|
||||
"order": 4,
|
||||
"mode": 0,
|
||||
"inputs": [
|
||||
{
|
||||
"name": "images",
|
||||
"type": "IMAGE",
|
||||
"link": 42
|
||||
}
|
||||
],
|
||||
"outputs": [],
|
||||
"properties": {
|
||||
"Node name for S&R": "PreviewImage"
|
||||
}
|
||||
},
|
||||
{
|
||||
"id": 21,
|
||||
"type": "LoadImage",
|
||||
"pos": {
|
||||
"0": 477,
|
||||
"1": 156
|
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