What is CLIP (Contrastive Language β Image Pre-training) and how it can be used for semantic image search?
Author(s): Vatsal Saglani Originally published on Towards AI. Photo by Maria Teneva on Unsplash Recently, the researchers at OpenAI published a multi-modal architecture that can be used for 30 different tasks once pre-trained on around 400 million image-text pairs. This methodology isnβt …
Create Your NAS Database Server on Raspberry Pi
Author(s): Louis Chan Originally published on Towards AI. Personal Motivation Database, but we need to fit it in a Raspberry Pi β Photo by Jan Antonin Kolar on Unsplash Network-Attached Storage (NAS) is a centralized well of data repository which is accessible …
The NLP Cypher | 02.21.21
Author(s): Ricky Costa Originally published on Towards AI. NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER The NLP Cypher U+007C 02.21.21 U+1F389 1T or bust my dudes U+1F389 Thereβs a group of ML hackers attempting to recreate GPT-3 on their own. Earlier this year, …
Googleβs Model Search is a New Open Source Framework that Uses Neural Networks to Build Neural Networks
Author(s): Jesus Rodriguez Originally published on Towards AI. The new framework brings state-of-the-art neural architecture search methods to TensorFlow. Source: https://github.com/google/model_search I recently started an AI-focused educational newsletter, that already has over 70,000 subscribers. TheSequence is a no-BS (meaning no hype, no …
TensorFlow: Speed Up NumPy by over 10,000x with GPUs
Author(s): Louis Chan Originally published on Towards AI. Code Photo by Marc-Olivier Jodoin on Unsplash If you have used Python for any data processing, you have most likely used NumPy (short for Numerical Python). It provides a rich arsenal of complex data …
The NLP Cypher | 02.28.21
Author(s): Ricky Costa Originally published on Towards AI. The Human Condition U+007C Magritte NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER The NLP Cypher U+007C 02.28.21 Zeroshot Hey welcome back! Plenty to talk about this week. But first some quick housekeeping. Weβll be updating …
GANsformers: Generate complex scenes using GANs and Transformers
Author(s): Louis Bouchard Originally published on Towards AI. They basically leverage transformersβ attention mechanism in the powerful StyleGAN2 architecture to make it even more powerful! Results examples on generating bedroom scenes with its attention maps. Image from: Drew A. Hudson and C. …
The NLP Cypher | 03.07.21
Author(s): Ricky Costa Originally published on Towards AI. The Lookout β βAllβs Wellβ U+007C Homer NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER The NLP Cypher U+007C 03.07.21 The Crowβs Nest Hey Welcome back! Had a loooong weekend of busy busy, so this weekβs …
Install the Fastai Course Requirements on Linux
Author(s): David Littlefield Originally published on Towards AI. Deep Learning for Coders: Image by Anton Maksimov juvnsky This article is an expanded guide thatβs meant to help you learn whatβs happening throughout the chapter. It provides definitions of terms, commands, and code …
The NLP Cypher | 03.14.21
Author(s): Ricky Costa Originally published on Towards AI. St. Jerome in his Study U+007C Durer NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER The NLP Cypher U+007C 03.14.21 Set the Controls for the U+2665 of the Sun NERD OVERLOAD Happy Pi Day! Letβs talk …
Helping Bloom E-Commerce Business Using Linear Regression β Python
Author(s): Jayashree domala Originally published on Towards AI. Data Science A guide to understanding and implementing linear regression. Source: Author What is the history of linear regression? In the 1800s, a person named Francis Galton was studying the relationship between parents and …
Machine Learning With Azureβs Free Tier
Author(s): Ranganath Venkataraman Originally published on Towards AI. Cloud Computing How I Continue to Stop Relying on my CPU and Use The Cloud β up to Azureβs free tier limits. Photo by ΓaΔlar OSKAY on Unsplash I signed up for a free …
The NLP Cypher | 03.21.21
Author(s): Ricky Costa Originally published on Towards AI. Thorgerson NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER The NLP Cypher U+007C 03.21.21 The Field of Reeds Hey, welcome back! Letβs kick off the newsletter with a lucid sonic dream from a very crafty GAN …
Grouping Classes Using K-Nearest Neighbors Algorithm β Python
Author(s): Jayashree domala Originally published on Towards AI. Machine Learning A guide to knowing and implementing the KNN algorithm. Photo by Annie Spratt on Unsplash What is the KNN algorithm? It is an algorithm used for classification tasks and works on a …
The NLP Cypher | 03.28.21
Author(s): Ricky Costa Originally published on Towards AI. Couple Gazing at the Moon U+007C Friedrich NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER The NLP Cypher U+007C 03.28.21 A Step Forward in Open Sourcing GPT-3 In the 02.21.21 newsletter, we highlighted EleutherAIβs ambitions for …
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