Zenctrl Tools

Developed by fotographerai

ZenCtrl is an intelligent agent that automates personalized visual content creation workflows, capable of performing various design tasks and training custom models.

Image Generation Open Source License:Apache-2.0 #Product Photography Generation #Multi-condition Control #Image Enhancement Editing

Downloads 3,832

Release Time : 3/25/2025

Model Overview

ZenCtrl is an image-conditioned text-to-image model focused on spatially aligned and non-aligned tasks. It handles data, models, and ensures output quality, suitable for diverse visual content creation scenarios.

Model Features

Multi-task Model Training

Supports multi-task model training under various conditions and settings, including spatially aligned and non-aligned tasks.

OminiControl Compatibility

Weights are fine-tuned through the OminiControl Pipeline version, mostly compatible with OminiControl, and can be loaded as an adapter.

Automated Workflow

Automates the entire personalized visual content creation process, including design tasks and model training.

Model Capabilities

Image Generation

Image Editing

Background Generation

Object Placement

Video Generation

Multi-object Merging

Use Cases

Product Photography

Product Showcase

Generate high-quality product showcase images, including backgrounds and lighting effects.

Example images like bottles on rocks, speakers, etc.

Fashion Accessories

Virtual Try-on

Generate virtual try-on effects for fashion accessories.

Video Generation

Contextual Video Generation

Generate contextually consistent video content.

🚀 ZenCtrl

We're developing an agent to automate the entire personalized visual content creation process. It will handle various tasks, such as design and model training, manage data and models, and ensure output quality.

🚀 Quick Start

We've trained some weights for image - conditioned text - to - image generation for spatially aligned and non - aligned tasks. We're training multiple tasks under various conditions and settings. More details about the weights and how to run them will be shared soon. These weights were finetuned with versions of OminiControl Pipelines, and most, if not all, should work with OminiControl. You can add them to your project and load them as adapters. The adapter name is the string in the folder name after "-".

ZenCtrl

✨ Features

Controls

Preprocessing: bg remove, matting, reshaping, segmentation…
Control Models: Shape (canny, Hed, scribble, depth..), Pose, Mask, Camera view
Post - Processing models: Enhancement, Color fixing, blending
Editing Models: in painting (including removal, masked blending, replacing etc…, adding), Outpainting, Motion/Transformation, Relighting