Writing in the World of Artificial Intelligence

Open AI’s ChatGPT has taken over as the next invention of ‘fire’, but that is not all that’s new…

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Segment Anything in Python (Code Example included)

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Full article link: 2304.02643v1.pdf (arxiv.org)

Citation:@article{kirillov2023segany, title={Segment Anything}, author={Kirillov, Alexander and Mintun, Eric and Ravi, Nikhila and Mao, Hanzi and Rolland, Chloe and Gustafson, Laura and Xiao, Tete and Whitehead, Spencer and Berg, Alexander C. and Lo, Wan-Yen and Doll{\'a}r, Piotr and Girshick, Ross}, journal={arXiv:2304.02643}, year={2023}}

Google Colab Link: https://colab.research.google.com/drive/16xDU3iHoyW4OsFtqjTmcm_S8N2GqRgKX?usp=sharing

The Segment Anything (SA) project introduces a groundbreaking task, model, and dataset for image segmentation. Leveraging an efficient model in a data collection loop, we have created the largest segmentation dataset to date — comprising over 1 billion masks on 11 million licensed and privacy-respecting images. The Segment Anything Model (SAM) is designed to be promptable, showcasing impressive zero-shot performance on various tasks, often rivaling or surpassing prior fully supervised results.

Large language models pre-trained on web-scale datasets have revolutionized natural language processing (NLP) with strong zero-shot and few-shot generalization. This concept extends into computer vision with foundation models, albeit to a lesser extent. This work focuses on building a foundation model for…

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Writing in the World of Artificial Intelligence
Writing in the World of Artificial Intelligence

Published in Writing in the World of Artificial Intelligence

Open AI’s ChatGPT has taken over as the next invention of ‘fire’, but that is not all that’s new, stay up to date with the latest and greatest that's what we cover here.

Abish Pius
Abish Pius

Written by Abish Pius

Data Science Professional, Python Enthusiast, turned LLM Engineer

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