KainatEncoder-Decoder: Features ExtractionThe encoder-decoder architecture is a common framework used in various machine learning tasks, including image processing tasks like image…Aug 12, 2023Aug 12, 2023
KainatEncoder-Decoder ArchitectureThe encoder-decoder architecture is a fundamental framework in the field of natural language processing and other sequence-to-sequence…Aug 11, 2023Aug 11, 2023
KainatImage Captioning Models OverviewImage captioning in generative AI refers to the process of generating descriptive textual captions for images using artificial intelligence…Aug 11, 2023Aug 11, 2023
KainatDiffusion model part 2The diffusion model, in the context of image generation, refers to a particular approach used in generative models to create high-quality…Aug 8, 2023Aug 8, 2023
KainatImage Generation: Diffusion ModelIn the context of image generation, a diffusion model refers to a specific type of generative model that involves iteratively transforming…Aug 8, 2023Aug 8, 2023
KainatGenerative AI: TransformerThe Transformer is a type of deep learning model that was introduced in the paper “Attention is All You Need” by Vaswani et al. in 2017…Aug 4, 2023Aug 4, 2023
KainatLarge Language Model: Attention MechanismThe attention mechanism is a fundamental component used in Large Language Models (LLMs) and other deep learning architectures for natural…Aug 3, 2023Aug 3, 2023
KainatLarge language ModelsA large language model refers to a type of artificial intelligence model designed to process and understand natural language. These models…Aug 3, 2023Aug 3, 2023