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Top 12 NLP Project Ideas in 2023 [with Source Code]

Knowledge Hut

Natural Language Processing or NLP is a part of Machine Learning focusing on spoken language with loads of data. Interactions between people and machines using natural language are the subject of the interdisciplinary field of natural language processing (NLP). What are Natural Language Processing Projects?

Coding 52
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Your 101 Guide to Data Augmentation Techniques

ProjectPro

Data scientists and machine learning engineers often come across this scenario where the data for their project is not sufficient for training a machine learning model, often resulting in poor performance. This is particularly true when working with complex deep-learning models that require large amounts of data to perform well.

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15 Generative Adversarial Networks (GAN) Based Project Ideas

ProjectPro

Dive into the generative adversarial networks applications through some of the cool and interesting GAN projects to work on. Earlier this year, the world was taken by storm by MyHeritage’s Deep Nostalgia which brought alive old pictures using AI technology. But let’s put first things first and look into how GANs look.

Project 52
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Deep Learning for Image Classification in Python with CNN

ProjectPro

As you begin to read this article on Image Classification, I want you to look around and observe the things that you can see. Machines learning algorithms on the other hand, while classifying images face these challenges, and Image Classification becomes an exciting problem for us to solve.

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Introduction to Convolutional Neural Networks Architecture

ProjectPro

Why use Convolutional Neural Networks? All sorts of visual data like images, videos, etc., are used to work on object detection, image segmentation, classification, etc. Get Closer To Your Dream of Becoming a Data Scientist with 150+ Solved End-to-End ML Projects What are Convolutional Neural Networks?

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Guide to OpenCV and Python-Dynamic Duo of Image Processing

ProjectPro

With its easy-to-use interface and robust features, OpenCV has become the favorite of data scientists and computer vision engineers. Whether you’re looking to track objects in a video stream, build a face recognition system, or edit images creatively, OpenCV Python implementation is the go-to choice for the job.

Python 98
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Solved Music Genre Classification Project using Deep Learning

ProjectPro

Working with audio data has been a relatively less widespread and explored problem in machine learning. In most cases, benchmarks for the latest seminal work in deep learning are measured on text and image data performances. Table of Contents What is Music Genre Classification? How to Classify Music Genres?