Agrawal

A review of different approaches to vision-based rep countingsrc: photo by @pooya_ramezani, illustrating a repetitive pattern.In this article, I try to explain my exploration of different vision-based repetition counting techniques and discuss their pros and cons. Specifically, I highlight five major ways in which computer vision has been employed for rep counting.Wearable sensors have been quite popular for reps and set counting. Owing to the fact that these sensors are expensive and, in most cases, are only limited to…

Designing a class-specific rep counter using a zero-crossing approachphoto by Karsten Winegeart on Unsplash.comIn this blog post, I discuss a very new and unique approach for building a real-time exercise rep counter, one that employs signal processing ideas on top of pose estimation. This approach can be easily adapted to build rep-counters for other classes.From engaging fitness-related activities by counting the number of times a particular movement was done to measuring biological events (such as heartbeat and pulse…

In simple terms, you can think of DiffEdit approach as a more controlled version of the Image to Image pipeline. DiffEdit takes three inputs-1. An input image2. Caption - Describing the input image3. Target Query - Describe the new image you want to generateand produce a modified version of the original image based on the query text. This process is particularly good if you want to make a slight tweak to the actual image without completely modifying it.Fig. 1: Overview of Diff Edit.As we can see from the image above only…

Understanding one of the most famous problems in probability theoryPlaying Card and Poker Chips and Dices, Image by PixabayGambler’s ruin is one of the most essential concepts in Probability theory. Its first mention dates back to the 17th century in a letter exchange between Blaise Pascal and Pierre Fermat. The problem involves determining the probability that a gambler wins under the following conditions:They both start off with a fixed amount of money.The probability of either one of them winning is constant throughout…

This is continuation of my previous post — Stable diffusion using Hugging Face | by Aayush Agrawal | Nov, 2022 | Towards Data Science (medium.com).In previous post, I went over all the key components of Stable Diffusion and how to get a prompt to image pipeline working. In this post, I will show how to edit the prompt to image function to add additional functionality to our Stable diffusion pipeline i.e., Negative prompting and Image to Image pipeline. Hopefully, this will provide enough motivation to play around with…

A comprehensive introduction to the world of Stable diffusion using hugging face — Diffusers library for creating AI-generated images using textual promptYou may have seen an uptick in AI-generated images, that’s because of the rise of latent diffusion models. Stable diffusion simply put is a deep learning model which can generate an image given a textual prompt.Fig. 1: Stable diffusion overviewAs we can see from the image above we can pass a textual prompt like “A dog wearing a hat” and a stable diffusion model can…

After taking over Twitter, Musk Fires Twitter CEO, Parag Agrawal. Read more tech news today! Good morning tech fam, here are some quick tech updates for you to catch on to! What’s New Today: Binance confirms having invested US$500 million to help Musk take over the social media platform Twitter. Fast-Track Insights: Google has a new plan to take over Tiktok. It acquires an AI startup called Alter, which specializes in generating attractive avatars through AI. As soon as Elon Musk completed his Twitter acquisition,…

Image Source : PIXABAY Twitter It was last week when Elon Musk entered the Twitter office with a sink, and then he fired the CEO Parag Agarwal, along with other few top leaders of the organisation. Now it has been reported that Musk has quietly made a change to the homepage of Twitter. According to The Verge, Musk requested that the Explore page which displays trending…

Twitter's new owner Elon Musk fired top executives according to reports. Know the reason why. Twitter's new owner Elon Musk fired top executives in an effort to avoid hefty severance payouts, while lining up other layoffs as soon as Saturday to avoid stock grants due on Nov. 1, according to media reports on Saturday. Musk fired Twitter Chief Executive Parag Agrawal, Chief Financial Officer Ned Segal and legal affairs and policy chief Vijaya Gadde on completion of a high-profile $44 billion buyout of the social media…

Three of Twitter's top executives are poised to collect more than $100 million in severance and payouts. Three of Twitter Inc.'s top executives who were said to be fired after Elon Musk completed his takeover are poised to collect more than $100 million in severance and payouts of previously granted equity awards. Chief Executive Officer Parag Agrawal, who stepped into the role less than a year ago, is eligible to receive roughly $50 million, according to calculations by Bloomberg News. Chief Financial Officer Ned…