Deep Tech
Reporting, analysis and features from AIM's Deep Tech section.
Guide To Building And Deploying ML Web Applications Using Pycaret, Streamlit and Heroku
In this article, we will introduce a library called Pycaret to build the machine learning model, a library called streamlit to efficiently build a dashboard for the project and finally, and finally, we will deploy this application to Herok…
Bhoomika Madhukar ·
How To Use Keras Tuner for Hyper-parameter Tuning of Deep Learning Models
Through this article, we will explore Keras' tuner library and will check how it helps to find the optimal parameters that are kernel sizes, learning rate for optimization, and different hyper-parameters.
Rohit Dwivedi ·
Guide To OpenCV Functions For Image Processing
Prudhvi varma ·
A Complete Guide To Bamboolib - GUI Tool for Analyzing Pandas DataFrames
In this article, we will explore different uses of bamboolib and see how it saves time and effort. We will explore different functions that bamboolib provides and also export the code used for that functionality.
Himanshu Sharma ·
Texthero Guide: A Python Toolkit for Text Processing
Texthero is one such library that is used to analyze and process the textual datasets and make them zero to hero. It is a python package that is used to work with textual data efficiently and quickly.
Himanshu Sharma ·
Brain Tumor Prediction Through MRI Images Using CNN In Keras
In this article we will build a classification model that would take MRI images of the patient and compute if there is a tumor in the brain or not.
Rohit Dwivedi ·
Hands-on Guide To Albumentation - Python Library for Image Augmentation
In this article, we will learn about an augmentation package for machine learning specifically using the PyTorch framework called Albumentation.
Bhoomika Madhukar ·
Guide to Generating & Testing QRcode Using OpenCV
Prudhvi varma ·
Now You Can Write One Code That Works On Both PyTorch And Tensorflow
Ram Sagar ·
What Does Google’s Language Interpretability Tool Mean For Developers
Ambika Choudhury ·
Leveraging Computer Vision In Drone Tech
Ambika Choudhury ·
Webinar: How to Crack the Chartered Data Scientist Exam?
In this webinar, the ADaSci will discuss the strategy to prepare and crack the Chartered Data Scientist exam in detail.
Dr. Vaibhav Kumar ·
Yellowbrick Hands-On Guide - A Python Tool for Machine Learning Visualizations
In this article, we will explore different types of visualizations that are provided by Yellowbrick and how we can create them according to our requirements.
Himanshu Sharma ·
How To Convert A Sketch Into Colored Image Using Conditional GAN
Bhoomika Madhukar ·
Why An End-To-End AI Platform Is Needed For A Unified AI Strategy
Sejuti Das ·
Let’s Learn TextBlob Quickstart - A Python Library For Processing Textual Data
Himanshu Sharma ·
How To Build A Content-Based Movie Recommendation System In Python
In this article, we will explore the core concepts of the recommendation system by building a recommendation engine that will be able to recommend 10 movies similar to the movie you are watching
Rohit Dwivedi ·
PyFlux Guide - Python Library For Time Series Analysis And Prediction
PyFlux is a library for time series analysis and prediction. We can choose from a flexible range of modeling and inference options, and use the output for forecasting.
Himanshu Sharma ·
Understanding Explainability In Computer Vision
Ambika Choudhury ·
Inception To Production: Best ML Practices And The Art of Research Management
Ram Sagar ·