Stable Diffusion
Stable Diffusion is a cutting-edge generative model architecture that was developed by a team of researchers including Hongyi Zhang, Mert Bulent Sariyildiz, and Olivier Bousquet. This innovative approach to deep learning is designed to address the challenges of training Generative Adversarial Networks (GANs) by leveraging the concept of stochastic differential equations (SDEs). Its primary purpose is to enhance the stability and efficiency of GAN training, particularly in the context of image generation and data synthesis. By introducing SDEs into the GAN training process, Stable Diffusion aims to produce higher-quality and more diverse synthetic data while offering better control over the trade-off between data quality and variability.
Advantages: Comprehensive and advanced. Almost all image generation AI is using SD data or directly architected using it as the core. If you want to use AI for artistic creation, then SD is your best choice.
Disadvantages: Need to learn costs, need to learn how to deploy locally, need to learn about prompt words, negative prompt words, Lora model training, CHECKPOINT model training, etc.
The above two links are two deployment links for Stable Diffusion.
Of course, if you are interested in Stable Diffusion, the following link is a web version provided by Google Cloud. You can use Google Cloud for deployment and operation, which would be a great start.
ChatGPT
CHATGPT, short for Chat Generative Pre-trained Transformer, represents a remarkable advancement in the field of natural language processing (NLP) and conversational AI. Developed by OpenAI, CHAT GPT is an instance of the GPT-3.5 architecture, a powerful language model that has been fine-tuned specifically for generating human-like text responses and engaging in natural and coherent conversations. CHAT GPT builds upon the success of its predecessors, offering a deep understanding of context and an ability to provide informative, contextually relevant, and contextually coherent responses in a wide range of conversational scenarios. With its vast knowledge base and the ability to generate text that mimics human language, CHAT GPT has the potential to revolutionize chatbots, virtual assistants, customer support, and a myriad of other applications where human-like interaction is crucial. In this introduction, we will explore the capabilities, applications, and implications of CHAT GPT in the context of modern communication and AI-driven interactions.
Advantages: It can help us conduct a lot of brainstorming and can also easily help us summarize and analyze data, making it an excellent AI tool.
Disadvantages: In fact, it does not have any obvious drawbacks, but many things it cannot help us solve problems like a real person.
Practical Gadgets
Advantages: A very simple AI background making tool. You can experience the process of creating images using AI, simply giving it a direction will help you generate a background image that meets the requirements.
Disadvantage: Its upper limit is very low, and most of the image quality will not have very good results.
Note: You can use other AI tools to help you obtain more prompt words to obtain images that better match your expectations, or you can also enter their main website for more professional creation.
Advantages: Excellent 3D model generation website. It can provide excellent ideas for professional model designers.
Disadvantage: There are not many open source models available for use. It is difficult for people without a foundation to get started. It's for a fee.
Note: It is a very good auxiliary tool that can help with the basic creation of a model, but it definitely requires professional modifications for normal use.
The Move One iOS app enables motion capture using just your phone. With patented artificial intelligence and computer vision software, Move One can capture motion in any environment without suits or markers. Simply download the app, capture your video, and get your motion data back in minutes.
Advantages: Mobile software allows for motion capture by capturing videos on the phone.
Disadvantage: It can only perform action replacement. There may be charges in the later stage.
About AI Tools
In fact, most AI tools at this stage require a significant learning cost to begin helping us make our lives simpler. Both AE and PS have built-in AI tools to assist in design and creation. The development of AI technology is rapid, but they are not omnipotent, and it also requires people to learn and operate.