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DALL·E, DALL·E 2, and DALL·E 3 are text-to-image models developed by OpenAI using deep learning methodologies to generate digital images from natural language descriptions, called " prompts ." The first version of DALL-E was announced in January 2021. In the following year, its successor DALL-E 2 was released.
Deep reinforcement learning, subfield of machine learning that is the basis of AlphaGo; Glossary of artificial intelligence; Go and mathematics; Leela (software) Leela Zero, open-source learning Go program; Matchbox Educable Noughts and Crosses Engine; Samuel's learning computer checkers (draughts) TD-Gammon, backgammon neural network; Pluribus ...
Deep learning is the subset of machine learning methods based on artificial neural networks (ANNs) with representation learning. The adjective "deep" refers to the use of multiple layers in the network. Methods used can be either supervised, semi-supervised or unsupervised.
Stable Diffusion is a deep learning, text-to-image model released in 2022 based on diffusion techniques. It is considered to be a part of the ongoing artifical intelligence boom . It is primarily used to generate detailed images conditioned on text descriptions, though it can also be applied to other tasks such as inpainting , outpainting, and ...
Another class of model-free deep reinforcement learning algorithms rely on dynamic programming, inspired by temporal difference learning and Q-learning. In discrete action spaces, these algorithms usually learn a neural network Q-function Q ( s , a ) {\displaystyle Q(s,a)} that estimates the future returns taking action a {\displaystyle a} from ...
As of. March 2024. OpenVINO is an open-source software toolkit for optimizing and deploying deep learning models. It enables programmers to develop scalable and efficient AI solutions with relatively few lines of code. It supports several popular model formats [2] and categories, such as large language models, computer vision, and generative AI .
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