Introduction to InternGPT
InternGPT, or iGPT, is an innovative visual interactive system that extends the capabilities of ChatGPT by incorporating pointing devices such as clicking, dragging, and drawing. The name InternGPT signifies interaction, nonverbal communication, and ChatGPT. It differs from traditional interactive systems that rely solely on language by integrating pointing instructions, thereby enhancing the efficiency and precision of interactions between users and chatbots, especially for tasks centered around vision in complex visual environments.
Key Features
InternGPT offers various advanced functionalities, including:
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Multi-modal Dialogue: Engage in rich dialogues by querying images with questions like "what is it in the image?" or "what's the background color?"
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Interactive Image Editing: Users can click on images to visualize segmented regions or recognize text, as well as remove, replace, or generate new image regions via prompts.
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Image and Video Processing: Incorporates capabilities for image generation and editing, image segmentation, optical character recognition (OCR), action recognition, and video interpretation and captions.
Latest Developments
Recent updates in InternGPT include:
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DragGAN Support: Users can create new images with interactive drag features.
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ImageBind Support: This feature empowers users to generate images conditioned on audio inputs.
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Enhanced GPU Memory Usage: Optimizations have been made to reduce GPU memory needs during tool execution.
User Manual Highlights
For those interested in trying InternGPT's functionalities:
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New Image Creation: Users click on images to denote start and endpoints for DragGAN and then receive an edited image post-processing.
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Audio-Image Integration: Upload an audio file to generate a new image, and optionally combine text inputs for richer outcomes.
Upcoming Features
InternGPT is continually expanding. Future developments include:
- Support for more languages, including Chinese.
- Integration with VisionLLM and MOSS.
- Enhanced interactive and foundational models.
System Overview
The system comprises components for handling various visual tasks, encapsulating functionalities like inpainting, matting, captioning (both image and video), and advanced interaction techniques.
Installation and Getting Started
To enjoy the basic features of InternGPT, users can start a Gradio service by executing specific commands outlined in their installation guide, and those looking to utilize voice assistants need to generate an SSL certificate.
License and Acknowledgment
InternGPT is licensed under the Apache 2.0 license. The project leverages open-source contributions from various repositories, such as Hugging Face and LangChain, ensuring a solid foundation for its cutting-edge features.
Community Engagement
Anyone interested in enriching their user experience or contributing to the project's growth can engage through community platforms like Discord or join discussions in WeChat groups.