#python #deep_learning #deep_learning_library #image_captioning #multimodal_datasets #multimodal_deep_learning #salesforce #vision_and_language #vision_framework #vision_language_pretraining #vision_language_transformer #visual_question_anwsering

https://github.com/salesforce/LAVIS

#python #foundation_models #vision_language_model #vision_language_pretraining

DeepSeek-VL is a powerful, open-source Vision-Language (VL) Model that helps you understand and interact with both images and text. It can process various types of data like logical diagrams, web pages, scientific literature, and natural images. You can use it for different applications, such as describing images, recognizing formulas, and more. The model is available in different sizes and variants, making it flexible for various needs. You can download and use the models freely, even for commercial purposes, under the specified licenses. This tool makes it easier to integrate vision and language understanding into your projects.

https://github.com/deepseek-ai/DeepSeek-VL

#python #any_to_any #foundation_models #llm #multimodal #unified_model #vision_language_pretraining

The Janus-Series models, including Janus, Janus-Pro, and JanusFlow, are advanced AI tools that combine multimodal understanding and generation capabilities. These models can process both text and images, allowing for tasks like answering questions based on images and generating images from text descriptions. Janus-Pro is an improved version with better performance due to optimized training strategies and larger model sizes. JanusFlow integrates autoregressive language models with rectified flow for efficient image generation. The benefit to the user is the ability to perform complex multimodal tasks with high accuracy and flexibility, making these models useful for a wide range of applications in research and industry.

https://github.com/deepseek-ai/Janus