Category: MachineLearning

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4 Ways to Crop Image in Python using NumPy, Pillow and OpenCV

Introduction In image processing & computer vision, cropping of images is a common task where we keep a specific region of interest from an image and discard the rest. In this article, we will see various ways you can crop an image in Python by using libraries like OpenCV, Pillow, and NumPy. Input Image In this tutorial, we will use the below image in all the examples of cropping image with Python.   Visualizing the Cropping Area on Image Before […]

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Affine Transformation in OpenCV with cv2.warpAffine()

Introduction In this article, we will learn how to perform the affine transformation on images using the OpenCV cv2.warpAffine() function. First, we will understand what is affine transformation, and its uses. Then we shall cover a few examples of warpAffine() by performing transformations such as rotation, translation, scaling, and shearing. What is Affine Transformation In image processing the affine transformation is a geometric transformation that preserves collinearity (the property of points lying on a straight line) and ratios of distances […]

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GGUF vs GGML : Understanding the Differences

Introduction The year 2023 was a landmark year for the Large Language Models (LLMS) ecosystem which saw a large number of proprietary models and open-source models becoming accessible to the public at large. It also saw LLMs getting published for CPUs in GGML format thus making LLMs accessible to people who lacked powerful GPUs. Soon in August 2023, another format called GGUF was released for CPU-based LLMs. With such rapid changes in the ecosystem many people especially beginners are confused […]

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MachineLearning, We use cookies to ensure that we give you the best experience on our website. If you continue to use this site we will assume that you are happy with it.OkPrivacy policy Leave a comment

3 Examples of Monte Carlo Simulation in Python

Introduction In this post, we will understand what is Monte Carlo Simulation, what are its typical steps along with benefits and limitations. We will also take a look at its real-world application followed by a few examples of Monte Carlo simulation in Python along with visualization for better clarity. What is Monte Carlo Simulation Monte Carlo simulation is a computational technique to approximate the behavior or output of a complex system or problem by repeated random sampling. This method relies […]

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Future of OTT: Exploring AI’s Impact on Streaming

Video streaming platforms are embracing artificial intelligence (AI) tools to enhance content recommendations, tailoring the viewing experience for individual users and simplifying content discovery. Industry experts anticipate AI’s expansion into scripting, dubbing, and even allowing users to participate directly in content streaming. Manish Kalra, Chief Business Officer at ZEE5 India, highlights the active use of AI in content recommendation, personalization, cross-device compatibility, and audience analytics across over-the-top (OTT) platforms. AI’s impact extends to social media marketing through creative content and […]

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IMF Analysis Warns: Artificial Intelligence to Impact 40% of Jobs

The International Monetary Fund (IMF) has released a new analysis predicting that artificial intelligence (AI) is poised to influence almost 40% of all jobs globally. Kristalina Georgieva, the Managing Director of the IMF, emphasizes that, in most scenarios, AI is likely to exacerbate overall inequality. Ms. Georgieva calls for proactive measures from policymakers to address this “troubling trend” and prevent technology from intensifying social tensions. According to the IMF report, advanced economies will experience a higher impact, with AI affecting […]

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GHDDI and Microsoft Research use AI technology to achieve significant progress in discovering new drugs to treat global infectious diseases

The Global Health Drug Discovery Institute (GHDDI) (opens in new tab) and Microsoft Research recently achieved significant progress in accelerating drug discovery for the treatment of global infectious diseases. Working in close collaboration, the joint team successfully used generative AI and foundation models to design several small molecule inhibitors for essential target proteins of Mycobacterium tuberculosis and coronaviruses. These new inhibitors  

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Google Cloud Introduces Generative AI Tools for Retailers

In a significant move to transform the landscape of online shopping and retail operations, Google has unveiled a suite of innovative tools utilizing generative artificial intelligence. Announced by Google Cloud in a release on Thursday, these tools aim to elevate the online shopping experience and streamline various aspects of retail management. One standout feature among the newly introduced products is a generative AI-powered chatbot designed for deployment on websites and mobile apps. This virtual assistant engages with consumers, providing personalized […]

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7 Ways to Drop Column in Pandas DataFrame

Introduction Like any other programming language and framework, there are multiple ways to drop columns in Pandas. In this tutorial we will explore the following methods – df.drop() Del Statement df.pop() DataFrame Slicing List Comprehension df.dropna() Iterative Method   1. Using df.drop to Drop Column in Pandas In this example, we are using df.drop method to drop column in Pandas. We create a sample DataFrame and then use the df.drop method to drop the ‘B’ column. Here axis=1 argument signifies […]

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Volkswagen Unveils Integration of ChatGPT in Infotainment Systems at CES

Volkswagen, the German automotive giant, has revealed its plans to incorporate the Artificial Intelligence chatbot ChatGPT into the infotainment systems of its latest car models. The announcement was made during the ongoing Consumer Electronics Show (CES), signaling a step towards enhancing the in-car user experience. This new feature is slated to become a standard offering on the latest generation of Volkswagen’s infotainment systems, encompassing models such as the ID.3, ID.4, ID.5, ID.7, as well as the upcoming Tiguan, Passat, and […]

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