Remodeling Imagery with AI: Exploring Generative Fashions and the Phase Something Mannequin (SAM) | by Anurag Lahon

Remodeling Imagery with AI: Exploring Generative Fashions and the Phase Something Mannequin (SAM) | by Anurag Lahon

Byflorenc85

Generative fashions have redefined what’s attainable in pc imaginative and prescient, enabling improvements as soon as solely conceivable in science fiction. One breakthrough instrument is the Phase Something Mannequin (SAM), which has dramatically simplified isolating topics in photographs. On this weblog, we’ll discover an utility leveraging SAM and text-to-image diffusion fashions to offer customers unprecedented…

Simplifying AI: A Dive into Light-weight Fantastic-Tuning Strategies | by Anurag Lahon

Simplifying AI: A Dive into Light-weight Fantastic-Tuning Strategies | by Anurag Lahon

Byflorenc85

In pure language processing (NLP), fine-tuning massive pre-trained language fashions like BERT has turn into the usual for attaining state-of-the-art efficiency on downstream duties. Nonetheless, fine-tuning all the mannequin could be computationally costly. The intensive useful resource necessities pose important challenges. On this venture, I discover utilizing a parameter-efficient fine-tuning (PEFT) approach referred to as…