NLP
Survey forms, invoices, bills, memos, tenders, and myriad such documents which businesses face on daily basis. These are full of numbers, characters, images, signatures etc…in almost all languages worldwide…. hard to imagine our world without any languages. Think about how many text and voice data we face every day. What about determining meaning from this […]
#CellStratAILab #disrupt4.0 #WeCreateAISuperstars #WhereLearningNeverStops Last Saturday, AI Researcher Indrajit Singh presented a marvellous workshop on “Bidirectional Encoder Representations from Transformers” – also called “BERT” in short. We are in the era of Pre-trained models in AI. The figure below shows tons of pre-trained models which have taken root. BERT is one of the core models […]
#CellStratAILab #disrupt4.0 #WeCreateAISuperstars #WhereLearningNeverStops Last Saturday, our AI Lab Researcher Indrajit Singh presented an exhaustive webinar on Transformers, which are used in NLP. Introduction To combine the advantages from both CNNs and RNNs, [Vaswani et al., 2017] designed a novel architecture using the attention mechanism. This architecture, which is called as Transformer, achieves parallelization by […]
#CellStratAILab #disrupt4.0 #WeCreateAISuperstars #AlwaysUpskilling Last Saturday 2 May 2020, our AI Lab Researcher Indrajit Singh presented a fabulous session on “Sequence to Sequence Learning and Attention in Neural Networks“. Sequence to Sequence Model :- Sequence-to-sequence learning (Seq2Seq) is about training models to convert sequences from one domain (e.g. sentences in English) to sequences in another […]
#CellStratAILab #disrupt4.0 #WeCreateAISuperstars Last Saturday (11th Jan 2020), CellStrat AI Lab Team Lead Indrajit Singh presented a superb workshop on “Text-2-speech (TTS) protocol using Tacotron and Tacotron 2” algorithm. Here is a summary of the Tacotron algorithm :- For a fan of the Marvel Cinematic Universe, the voice of J.A.R.V.I.S, the AI managing Tony Stark’s […]
#CellStratAILab #disrupt4.0 #WeCreateAISuperstars Last Saturday, we had amazing presentations by some of our AI Lab members. First Shreyas S K presented an extensive and superb presentation on Anti-Money Laundering with help of Machine Learning. Money Laundering refers to taking advantages of banking system and perpetrating fraudulent transactions for unauthorized gains. Machine Learning algorithms like Logistic […]
#CellStratAILab #disrupt4.0 #WeCreateAISuperstars CellStrat AI Lab continues to engage both young and old professionals with increasingly advanced sessions being presented by the lab members. Last Saturday in Noida, Bhavesh Laddagiri, our youngest AILab member, a Computer Vision Researcher and First Yr. Student of SRM Engineering College presented an indepth presentation on Transfer Learning for Image […]
Transfer Learning is a good and popular approach in deep learning in which pre-trained models are used as starting point on computer vision (CNN) and natural language processing (NLP) tasks. It is popular in deep learning given the enormous resources required to train deep learning models or the large and challenging datasets on which deep […]