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.
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.
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.
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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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 …
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, …
Python | Draw geometric shapes on image using OpenCV Read More »
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 …
Most useful OpenCV functions to know for image analytics Read More »
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 …
Google Cloud Platform Automation using Airflow DAG Read More »
This post is part 2 of Google Cloud Platform tutorial series. In my last post, I have explained basic overview of Google Cloud Platform. In my last post, I have explained some important components of GCP. In this post, I will show you how you can use those components in your day-to-day work in Google …
Once it opens you can use gcloud shell as Linux shell. You can use it for: Exploring any files and folders for any project Authenticate any storage location or Authenticate gcloud using a service account write & Test Python code etc You can also change them, font, color etc. of Cloud Shell by clicking Settings …
