Recurrent Neural Network tutorial for Beginners
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.
Use Opencv with GPU with just 2 lines of code
If you are working on deep learning or real-time video processing project using Opencv (like Object Detection, Social Distance detection), you will face lags in the output video (less frame rate per second), you can fix this lag using GPU if your system has NVIDIA GPU (NVIDIA Graphics card). OpenCV library can be used for both CPU and GPU.
Install OpenCV GPU with CUDA for Windows 10
You must install OpenCV for GPU if your system allows you. if you are working on deep learning or video processing project like Object Detection, Social Distance detection, you will face lags in the output video (less frame rate per second), you can fix this lag using GPU if your system has NVIDIA GPU (NVIDIA Graphics card).
It’s easy to install OpenCV for GPU on the Linux machine but it is hard for Windows. That is why I am making this post.
YOLO object detection using deep learning OpenCV | Real-time
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.
Capturing mouse click events with Python and OpenCV
This article is mouse click event OpenCV tutorial, we will use python to get coordinates of mouse click on image. Then using those coordinates we will draw rectangle on image with mouse OpenCV. After that, we will crop that area of interest from that image. In this way, we will check the mouse click event …
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Warp perspective and Transform OpenCV python
In this tutorial, I will show you image warping in OpenCV. Perspective view warping is to convert or perspective correction of images from angle to birds eye view transform. To convert image to birds eye view I will be using warp perspective OpenCV function. Find points for perspective correction opencv For perspective transformation in OpenCV …
Python | Draw geometric shapes on image using OpenCV
In this opencv tutorial I will show you how to draw geometric shapes on image using opencv. For this tutorial I will draw geometric shapes on black image, you can always draw anything on any image by reading this article. Why you need to draw shapes on image? Let’s say you are doing object detection, …
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Most useful OpenCV functions to know for image analytics
If you want to work or learn computer vision with Python, you must know OpenCV. It is an open Source Computer Vision Library that has 2500 plus algorithms. In this OpenCV tutorial, I will show you some basic OpenCV functions which you must know if you are starting python OpenCV. Install OpenCV: Before you start …
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Google Cloud Platform Automation using Airflow DAG
In this post I will show you how you can automate process in GCP using Airflow DAG. In my last post I have shown you how you can write and test python or pyspark code in GCP. Let’s say you have written a python code to process some data. Now you you want to execute …
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