Om.

Introducing, PulmoScan AI - A high-sensitivity Pneumonia Screening tool powered by Deep Learning > With GradCAM visuals. > DenseNet121 - misses rarely 1 cases with less false alarms > Higher recall ~99.7% Vs. ResNet50 ~97% App:pulmoscan.streamlit.app Repo Link in comment.

A recent project that I have built and am currently working on : Vigil , a real-time log ingestion and threat detection Platform. The system ingests logs , aggregates them into time-windowed feature sets and runs a two- stage pipeline. Explanation and architecture diagram below

The actual process to calculate the contextual embeddings for self attention in Transformers

@myaccountgood bro I read the chp 3 around 3 days ago and 11 feb was the day to return the book to the library and the last 3 chp were small enough to cover in one day

Starting with a new book 🤍

Morning

Good Morning The best morning dopamine

@myaccountgood Real tuff, if you don't compete you are dead

Engineers are becoming useless ?

@myaccountgood yeah actually !

Done with the First Chapter 🤍 this is the first time I have started learning books

Chapter 3 : Mind your own business > There's a difference between a profession & your own business. > ‌Rich people focus on their assets not on their income statements. ‌>First grow your assets column, build business & then only buy luxuries.

@sharpeye_wnl man how your mind runs in productive way with music beats on eardrums ?

timelapse {#46} - 8 to 5 college - completed version0 of my project , pretty good results - ordered hardcover of deeplearning by ian goodfellow

The core of the Self-Attention

Gm coders, The day starts with the "Attention Is All You Need" the explosive breakthrough in the world of RNN's which achieved 41.8 BLEU score on Eng to French translation which was the state of the art

@Abde_Mustafa0 nice 🔥

@OmCodex_tweets Currently on step 1 :)

I was feeling confused & overwhelmed in the RNN's learning process : So I wrote the RNN world learning Evolution in short to map my learning process This cleared my 100% confusion. Now next is "Attention is all you Need"

@Chsnn1f are sir ji ml to ho jaayega mujhko dsa kara do 🥲

@OmCodex_tweets Are sir ml sikha do thoda

this is what i achived after 4 months of effort!✨

@sush7nt can you make it more clear ? I think you are getting wrong intuition

@OmCodex_tweets in short the only difference is sequential vs simultaneously nice tho

@deepp2108 Gm 🔥

Gm