Deep Tech
Reporting, analysis and features from AIM's Deep Tech section.
A Complete Guide to LSTM Architecture and its Use in Text Classification
LSTM has a feature through which it can memorize the sequence of the data. it works on the elimination of unused information which can help in text classification
Yugesh Verma ·
R-CNN vs Fast R-CNN vs Faster R-CNN - A Comparative Guide
R-CNNs ( Region-based Convolutional Neural Networks) a family of machine learning models Specially designed for object detection, the original goal of any R-CNN is to detect objects in any input image
Yugesh Verma ·
Meet The Winners Of Weekend Hackathon - Sentiment Analysis at MachineHack
Here, we look at the winners' journeys, solution approaches and experiences at MachineHack.
Krishna Rastogi ·
Distributed Machine Learning Vs Federated Learning: Which Is Better?
In recent times, distributed and federated ML are being favoured approaches as they allow for larger data analysis.
Avi Gopani ·
Beginners Guide To Truncated SVD For Dimensionality Reduction
Yugesh Verma ·
Guide To Image Super-Resolution By ESRGAN
Single image super-resolution has fundamental low-level vision problems. The SISR aims to recover...
Vijaysinh Lendave ·
Introduction Guide To FP-Tree Algorithm
Yugesh Verma ·
It’s High Time ML Community Looked Into Effects of Data Cascades
Ram Sagar ·
Python Guide to Precision-Recall Tradeoff
Vijaysinh Lendave ·
Virtual Round Table Discussion On Analytics As A Driver Of Talent Transformation - 30th June
Creating a data-skilled ecosystem is no small task — not only it requires organisations to democratise data but also create agile, multidisciplinary teams.
Sejuti Das ·
Guide To NVIDIA’s Kaolin: A 3D Deep Learning Library
NVIDIA's Kaolin is a PyTorch library for all 3D deep learning needs from data preprocessing to model deployment, intending faster research
Rajkumar Lakshmanamoorthy ·
How The Big Four Dodged Pandemic And Made Record Earnings
Ram Sagar ·
Guide to Pykg2vec: A Python Library for Knowledge Graph Embedding
Pykg2vec is a robust and powerful Python library for Knowledge Graph Embedding to represent Entity Relationships in different ML domains
Rajkumar Lakshmanamoorthy ·
Comprehensive Guide To K-Medoids Clustering Algorithm
K-Medoids is a clustering algorithm resembling the K-Means clustering technique. It falls under the category of unsupervised machine learning.
Nikita Shiledarbaxi ·
Guide to Differentiable Augmentation for Data-Efficient GAN Training
Aishwarya Verma ·
From Being Broke To Creating A Leading Chatbot - How These Two Ex-Fractalites Created Ori
Sejuti Das ·
Hands-on Python Guide to Style-based Age Manipulation (SAM) Technique
Nikita Shiledarbaxi ·
Microsoft Releases Unadversarial Examples: Designing Objects for Robust Vision - A Complete Hands-On Guide
In a recent work by Microsoft Research, a new framework is introduced which can address in the case of unforeseen corruptions or distribution shifts of data models to create “unadversarial objects,” inputs that are optimized particularly f…
Jayita Bhattacharyya ·
ADaSci And AIM Wrap The Second Edition of Deep Learning DevCon 2021
The two-day long influential conference on deep learning featured 30 keynote speakers and over 500 attendees, where some of the leading professionals and researchers from 200 organisations presented their feature talks and research papers.
Victor Dey ·
Salesforce CodeT5 vs Github Copilot: A Comparative Guide to Auto-code Generators
Automatic code generation can act as an amazing tool with potential use cases for enterprise settings. Capabilities that can evolve within programming languages and IDEs that work at compile time are being discovered.
Victor Dey ·