The Rapid Advancements of AI: From Reasoning Text to Advanced Vision
- AI technology has been rapidly advancing
- GPT-4 has the ability to reason and type out text, Eleven Labs.io can create realistic voices based off of text, Mid Journey can conjure images from simple text, Open AI has given GPT-4 the ability to see
- Minigpt4 is an open source AI that enhances vision and language understanding with advanced large language models
- It is powerful enough that it requires a lot of processing power to run it, but there is a free demo available
- Chat GPT was able to accurately describe and provide an advertisement for two abstract images.
Breakthrough AI Combination Results in High Quality Data Set and Easier Conversations
- MiniGPT-4 combines a frozen visual encoder from Blip-2 with a frozen large language model Vicuna
- MiniGPT-4 was trained on 5 million aligned text to image pairs in 10 hours using 4 A100 GPUs
- MiniGPT-4 and GPT-3 helped create a 3500 pair high quality data set which was then trained in a conversation template to improve generation reliability and usability of the AI
- This process took 7 minutes on an A100 GPU
- Users can upload an image or drag one onto the layout, then click the ‘upload and start chat’ button to begin conversing with the AI.
AI Language Model GPT-4 Impresses in Demonstration of Complex Tasks
- The video presents a demonstration of the AI language model GPT-4
- The model correctly identified the background scene of a train station/platform from limited data, and gave an accurate description of a man in the image
- It then generated creative examples for the man’s current situation and wrote a joke about an uploaded image of the speaker
- To test its capabilities further, it was asked to identify a cat breed and describe an image created using mid-journey
- While it was unable to identify the cat breed without more information or provide extreme detail on an abstract image, it still demonstrated impressive capabilities.
Mid-journey V5 AI Makes Mistakes Interpreting Images
- Mid-journey V5 correctly interprets an image of a wooden palette with different colors around it in a circular motion
- The brushes are made of different materials and shapes ranging from natural hair and synthetic fibers, to flat and round
- Mid-journey produces a prompt to depict the context behind a funny meme, accurately recognizing the characters and joke, though misinterpreting the details
- It is also unable to identify the breed of a dog in an image as there are no distinctive physical traits.
AI Image Recognition: Exploring the Potential and Dangers
- This video discussed the use of AI for image recognition
- It discussed how the AI was able to accurately describe and reason out what is happening in an image, as well as create new stories
- And it concluded with a discussion of how this technology can be used to positively change our lives while also recognizing the dangers associated with AI.