Color detection is an important task in computer vision where we identify a specific or multiple colors in an image or video. It has various applications in fields such as robotics, object tracking, image processing, etc. In this post, we will learn how to detect colors using OpenCV and Python. If you are new to …
Unleash the Power of FastText for Text Classification with Python!
Get ready to tackle any text classification task with ease, from sentiment analysis to spam filtering, and everything in between.
FastText is a fast, efficient, and easy-to-use library that makes text classification a breeze. Say goodbye to complicated models and hello to accurate predictions with FastText and Python!
Recurrent neural network is a sequence model, used mainly for Natural Language Processing tasks. In this Recurrent neural network tutorial we will understand how RNN works with real numbers in excel and we will see some applications of recurrent neural network.
FastText is an NLP library developed by the Facebook research team for text classification and word embeddings. FastText is popular due to its training speed and accuracy. If you want you can read the official fastText paper. There are different frameworks of FastText: In this fastText tutorial post, I will only talk about fastText word …
Discover the power of fastText and Python in accurately detecting the language of text. In this blog post, we explore the built-in language detection system of fastText and how it can be implemented in Python. With code examples and practical insights, you’ll learn how to train and use a language detection model with fastText. Whether you’re a beginner or an experienced practitioner in NLP, fastText is a must-have tool in your arsenal. Read on to learn more about accurate language detection using fastText and Python.
In my last post, I guided you how to train YOLOv3. In this post, we will explore how to train YOLOv8 on custom dataset in Windows GPU. We will cover all required steps like preparing the dataset, configuring and training the model, evaluating performance of the model. Finally use custom trained model to inference on …
In this tutorial, I will show you how to detect or recognize number pate in vehicles (especially cars) using deep learning in Python. To make this number plate detection system, I will use a deep learning model called YOLO v8. Let me now break down the entire process of making vehicle number plate detection system …
Realtime Number Plate Detection using Deep Learning Read More »
In this tutorial, I will show you how you can detect a bottle using deep learning (YOLOv8) in Python. Though you can make a bottle detection with custom image processing and shape detection with OpenCV. But to make an accurate bottle detection which you can use for real time, you must use deep learning model. …
Real-time Plastic Bottle Detection with Deep Learning & Python Read More »
In this computer vision project tutorial, I will show you to make Motorcycle helmet detection using YOLOv8 deep learning model in Python and OpenCV. For better explanation, I will break this entire motorcycle helmet detection project into some steps. Before we start, if you are new to computer vision I will suggest you to check …
In this object detection tutorial we will learn YOLO object detection using opencv. We will learn how to recognize every day common objects, we encounter in the real world such as people, dog, car etc using pretrained deep learning based object detector.
