Deep Tech
Reporting, analysis and features from AIM's Deep Tech section.
Beginners Guide To Optical Character Recognition Using Pytesseract
In this article, we will see how to fetch texts from an image using OCR with Pytesseract.
Bhavishya Pandit ·
Imbalanced Datasets: A Guide With Hands-on Implementation
Imbalanced datasets. In this article, I’ll be discussing the way to achieve balanced datasets using various techniques, as well as compare them.
Jayita Bhattacharyya ·
Guide To Automatic Feature Engineering Using AutoFeat
In this article, I’ll be discussing the aspects of using AutoFeat, steps involved and its implementation with a real-world dataset. AutoFeat is a python library that provides automated feature engineering and feature selection along with m…
Jayita Bhattacharyya ·
Complete Guide To Model Deployment Using Flask in Google Cloud Platform
In real-world, training and model prediction is one phase of the machine learning life-cycle. But it won’t be helpful to anyone other than the developer as no one will understand it. So, we need to create a frontend graphical tool that use…
Ankit Das ·
A Complete Guide To Outlier Detection With Hands-On Implementation For Beginners
Through this article, we will be discussing outliers, their impact and methods to treat the outlier present in the data. We will also demonstrate the hands-on implementation of these methods.
Bhavishya Pandit ·
Hands-On Guide To Detecting SMS Spam Using Natural Language Processing
In this era, Short message service or SMS is considered one of the most powerful means of communication. As the dependence on mobile devices has drastically increased over the period of time it has led to an increased number of attacks in…
Ankit Das ·
8 Upcoming Webinars On Artificial Intelligence To Look Forward To
Sejuti Das ·
Researchers Combine AI & Quantum Mechanics To Solve Renewable Energy Storage Problems
Ram Sagar ·
An Overview of Autocorrelation, Seasonality and Stationarity in Time Series Data
Rithwik Chhugani ·
Being Tony Stark: How To Build A Voice Assistant Of Your Own?
In this article, we will be focusing on forging a basic and easy voice assistant of our own. It would be a customizable voice assistant which you surely tweak with, as per your desires and requirements.
Bhavishya Pandit ·
Generating Suitable ML Models Using LazyPredict Python Tool
Jayita Bhattacharyya ·
How To Choose The Best Machine Learning Algorithm?
In this article, we will be discussing the key techniques that can be used to choose the right machine algorithm in a particular work. Through this article, we will discuss how we can decide to use which machine learning model using the pl…
Ankit Das ·
A Complete Guide On Building A Face Attendance System
This article covers all the aspects of face recognition based attendance systems. It discusses the challenges faced in face recognition, the face recognition library and building the attendance marking system based on these techniques.
Jayita Bhattacharyya ·
Spotify Open-Sources Klio, An AI Framework For Next Generation Audio Algorithms
Ambika Choudhury ·
Background Tuning Of Images With DeepLab V3 Using Pixellib
Edit the picture background based on image segmentation with pre-trained deep learning model in python
Bhavishya Pandit ·
Gated Recurrent Unit - What Is It And How To Learn
Ambika Choudhury ·
Register For CXO Virtual Round Table Discussion On Digital Transformation & Convergence Through Automation of Processes
Srishti Deoras ·
Webinar: Democratizing Data Science With No-Code
Ram Sagar ·
Hands-On Tutorial On Machine Learning Pipelines With Scikit-Learn
Hands-On Tutorial On Machine Learning Pipelines With Scikit-Learn .In this article, I’ll be discussing how to implement a machine learning pipeline using scikit-learn.
Jayita Bhattacharyya ·
How To Check Time-Series Stationarity? A Beginners Guide in Python
The main aim of this article is to discuss the methods for checking the stationarity in time series data. We will do the experiments on the time series data to check this.
Ankit Das ·