AI development assistant

Magnifier Lens Effect is a JavaScript library that allows users to add a magnifying glass effect to any image and adjust the magnification by rolling the mouse wheel. The library is easy to integrate and customize, and is suitable for web pages that require detailed display of images.

Scenic is a code library focused on computer vision research based on attention models. It provides functions such as optimized training and evaluation loops, baseline models, etc., and is suitable for multi-modal data such as images, videos, and audios. Provide SOTA models and baselines to support rapid prototyping at a free price.

Blenny is an AI visual assistance plug-in based on GPT-4V. It can add AI visual capabilities to the browser to help users analyze information from any part of the web page. By taking a screenshot of the screen area, you can perform quick operations such as instant summary, translation, access to web pages, etc. Users can customize and build their own AI agents to operate a variety of use cases according to their needs.

Stable Diffusion WebUI Forge is developed based on Stable Diffusion WebUI and Gradio, aiming to optimize resource management and accelerate inference. Compared with the original WebUI's SDXL inference at 1024px resolution, Forge can increase the speed by 30-75%, the maximum resolution by 2-3 times, and the maximum batch size by 4-6 times. Forge maintains all the functions of the original WebUI, while adding samplers such as DDPM, DPM++, and LCM, and implementing algorithms such as Free U, SVD, and Zero123. Using Forge's UNet Patcher, developers can implement algorithms with very little code. Forge also optimizes the use of control networks to achieve truly zero memory footprint calls.

En3D is a platform that provides advanced natural language processing models. They provide a wide variety of models and datasets to help developers build and deploy natural language processing applications. The advantage of the En3D platform is that it provides a large number of pre-trained models and convenient deployment tools, allowing developers to quickly and efficiently build natural language processing applications.

OneLLM is a framework that aims to unify all language modalities. It provides preview models and allows local presentation. Features of the framework include model installation, model preview, and local presentation. The advantage of OneLLM is its ability to unify different modalities, such as images and text, as well as speech and text. The framework is positioned to simplify the processing of multimodal tasks.

RT-Trajectory is a robot control strategy based on rough trajectory sketches, which achieves effective generalization capabilities to new tasks through trajectory sketches. It can generate trajectory sketches through manual drawing, video demonstration, etc., or it can generate trajectory sketches through image generation models, etc. RT-Trajectory has been extensively evaluated on a variety of real-world robotics tasks and has broader task execution capabilities than language- and goal-based strategies.

Video Language Planning (VLP) is an algorithm that enables visual planning for complex long-term tasks by training visual language models and text-to-video models. VLP accepts long-term task instructions and current image observations as input, and outputs a detailed multi-modal (video and language) plan describing how to complete the final task. VLP is capable of synthesizing long-term video planning in different robotic domains, from multi-object rearrangement to multi-camera dual-arm dexterity manipulation. The generated video planning can be transformed into real robot actions through target condition strategies. Experiments demonstrate that VLP significantly improves the success rate of long-term tasks compared with previous methods.

Adobe Sensei is a product based on artificial intelligence and machine learning that helps users design and deliver perfect customer experiences, providing functions such as data analysis, personalized marketing, creative design, ad optimization, and document processing to achieve better business results. Adobe Sensei can help users easily create, make informed decisions and target marketing, improving productivity and efficiency. "