The capabilities and potential applications of GPT-4 with vision are vast and varied, offering a new frontier in artificial intelligence (AI) technology. OpenAI’s recent announcement of adding voice and image capabilities to ChatGPT allows users to interact with ChatGPT in a more intuitive manner, whether through voice conversation or by showing the AI what they’re talking about. This opens up a wealth of potential new applications, from identifying landmarks while traveling to helping with a child’s math homework and this is just the tip of the iceberg.
One of the key areas of interest is image recognition and understanding. The new AI model can interpret images and provide context, such as identifying injuries in x-rays or interpreting receipts. This ability to analyze images and predict missing elements, provided it has enough information, is a significant step forward in AI technology.
the new OpenAI Vision technology can fill out templates based on image input, identify specific points in an image, and understand the purpose of objects within the context of the image. This capability extends to recognizing celebrities, landmarks, and food items, even from low-quality images. Microsoft have recently published a paper discussing the new GPT-4V(ision) technology and possible applications for it.
ChatGPT Vision possible applications
The potential applications of ChatGPT-4 with vision are not limited to everyday tasks. It can also be used in various fields such as medical, travel, and business. For instance, the model can interpret medical images, such as x-rays and CT scans, potentially indicating medical conditions. This could revolutionize the way medical professionals diagnose and treat diseases. In the travel industry, the technology could be used to identify landmarks and provide information about them, enhancing the travel experience. Businesses could use the technology to analyze receipts, invoices, and other documents, streamlining their operations.
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Another exciting area of interest is the model’s potential for autonomous navigation. By interpreting and analyzing images, the model could navigate the internet, including browsing for products on Amazon. This could be particularly useful for individuals with disabilities, making the internet more accessible to them. The technology could also be used in autonomous vehicles, helping them navigate complex environments.
The integration of GPT-4 with vision with other AI models could unlock a new level of capabilities. For instance, the technology can translate text in images into different languages, going beyond Google Lens’s capabilities. It can also reformat images into different formats, which can be particularly useful for work purposes. The technology can identify and explain icons in software, potentially aiding in learning new software.
In its announcement last week OpenAI explained a little more about the new features coming to ChatGPT. OpenAI has also started rolling out DallE 3 AI art generator access to certain ChatGPT Plus account holders.
“We are beginning to roll out new voice and image capabilities in ChatGPT. They offer a new, more intuitive type of interface by allowing you to have a voice conversation or show ChatGPT what you’re talking about.
Voice and image give you more ways to use ChatGPT in your life. Snap a picture of a landmark while traveling and have a live conversation about what’s interesting about it. When you’re home, snap pictures of your fridge and pantry to figure out what’s for dinner (and ask follow up questions for a step by step recipe). After dinner, help your child with a math problem by taking a photo, circling the problem set, and having it share hints with both of you.
We’re rolling out voice and images in ChatGPT to Plus and Enterprise users over the next two weeks. Voice is coming on iOS and Android (opt-in in your settings) and images will be available on all platforms.”
Here are just a small selection of possible applications that are possible using the ChatGPT Vision technology :
Medical
- Diagnosis Assistance: Interpretation of medical images like X-rays, CT scans, and MRIs for preliminary diagnosis.
- Treatment Suggestions: Combine image interpretation with medical databases to suggest possible treatments.
Travel
- Landmark Recognition: Identify landmarks for tourist information.
- Navigation Assistance: Autonomous navigation for travel apps based on visual cues.
Business
- Receipt Management: Interpret and categorize receipts for expense tracking.
- Product Identification: Identifying and providing information on products through images.
General image understanding
- Meme Understanding: Interpret memes to understand context and humor.
- Diagram Interpretation: Understand complex diagrams like flowcharts and food webs.
- Multi-step Instructions: Follow sequences for tasks based on images, such as assembling furniture.
Integration with other AI Models
- Multi-modal Interfaces: Combine text and image understanding for more comprehensive user interfaces.
- Data Enrichment: Enhance other AI models with visual context.
AI self-reflection and self-correction
- Error Correction: The model can improve its own performance over time.
- Adaptive Learning: Modify its own image recognition algorithms based on errors.
Miscellaneous
- Surveillance: Infer information from visual clues for security applications.
- Language Translation: Translate text within images between languages.
- Content Rating: Rate and critique AI-generated art or user-uploaded images.
- Emotion Recognition: Interpret emotional states from facial expressions in images.
- Software Learning: Identify and explain software icons to aid user onboarding.
- Video Analysis: Transcribe and interpret content from video frames.
- Internet Browsing: Navigate websites and find products through image recognition.
GPT-4 with vision
One of the most intriguing aspects of GPT-4 with vision is its self-reflection and self-correction capabilities. The technology can self-reflect and self-correct, improving its own prompts for image generation. This means that the model can learn from its mistakes and improve over time, making it more reliable and accurate.
However, it’s important to note that the model is not perfect and can make mistakes, particularly with complex tasks. Despite these limitations, the technology’s ability to understand images deeply and combine image generation, internet browsing, and code execution will unlock a new level of capabilities. As AI technology continues to evolve, the potential applications of GPT-4 with vision and similar AI models are likely to expand, offering exciting possibilities for the future.
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