ArtLab is an automated design tool provided by Platform for AI (PAI) for designers. ArtLab integrates mainstream AI-generated content (AIGC) large models for text-to-image generation to automate batch image generation.
Background information
With significant progress made in large models, especially AIGC models, a tool that can help developers resolve content generation issues by using AI and large models becomes an urgent need. High requirements of large models for AI technologies and programming raise the costs of learning and using models. To resolve these issues, ArtLab is developed. ArtLab provides an easy-to-use GUI that frees you from focusing on the details of underlying technologies. By using ArtLab, you can complete automated design based on the capabilities provided by AI without writing programs.
Overview
ArtLab is an automated design tool provided by PAI for designers. It is an all-in-one AIGC-based design platform that provides features to support dataset management, model training, AI-based image generation, and online inference. ArtLab integrates with mainstream AIGC large models for text-to-image generation to automate batch image generation. You can use the out-of-the-box features of ArtLab to implement AIGC capabilities in design, art, and creative industries.
ArtLab
Features
Toolbox
You can easily launch tools such as Stable Diffusion WebUI, Kohya's GUI, and ComfyUI by using the toolbox with no coding required. This allows you to perform various operations in the cloud, such as text-to-image, image-to-image, animated image generation, and pipeline building. You can also install various model plugins and train your own models to meet more customized AI drawing needs.
The toolbox provides the following tools:
Stable Diffusion WebUI: supports text-to-image, image-to-image, and animated image generation.
Kohya's GUI: supports dataset image labeling, intelligent batch generation, and training of fine-tuned models.
ComfyUI: supports node-based pipeline.
Tool editions:
Exclusive edition
The exclusive tools are billed upon startup at around CNY 0.17 to 0.28 pre minute. Billing stops after you close the tool. Make sure that you have obtained free trial resources in the upper-right corner of the page, or have purchased resource package in Resource Center. Otherwise, fees are deducted from your Alibaba Cloud account after you start the tool.
Shared edition
The shared tools are billed based on actual image-generating time at CNY 0.46 pre GPU-using minute. You are not billed for starting the tool. Make sure that you have obtained free trial resources in the upper-right corner of the page, or have purchased resource package in Resource Center. Otherwise, fees are deducted from your Alibaba Cloud account after you start the tool.
Dataset
Upload and manage image files from cloud-based datasets. You can use the Kohya's GUI tool to perform automated batch labeling and generation on the uploaded dataset images, or manually adjust and fine-tune the lebels to prepare data for training business-specific models.
Model
PAI ArtLab provides over 200 high-quality and fine-tuned models that are authorized and open-source. You can add them to My Models to generate images. You can also upload local models and download some of the models. All models can be called by popular tools for one-click image generation.
Pipeline
PAI ArtLab provides over 20 popular pipelines and custom pipelines. You can run the pipelines with one click to generate images.
Benefits
ArtLab uses the core capabilities of PAI to simplify image generation and improve model quality. This way, you can use intelligent designing services based on your business requirements.
Optimized data labeling: ArtLab provides easy-to-use features such as uploading, labeling, and using datasets to implement intelligent data labeling with high efficiency and accuracy. This ensures that the training data is fully integrated with your expertise, and therefore builds a quality data foundation for models.
High fine-tuning efficiency: ArtLab presets mainstream excellent pre-trained models and fine-tunes these models by using the quality data labeling feature. You can use the parameter optimization feature to achieve better model performance by debugging models in an efficient manner.
Contact us
If you have any questions when you use PAI Artlab, you can join the DingTalk group (ID: 84175001108).
