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An In-Depth Exploration of Best Image Datasets for Computer Vision in Machine Learning Introduction: Computer vision, a subf... Introduction: Computer vision, a subfield of artificial intelligence, focuses on empowering machines to interpret and understand visual information. Image datasets lie at the heart of computer vision applications, serving as the foundation for training and evaluating machine learning models. This exploration delves into the intricacies of image datasets for computer vision in machine learning, examining ... Read more https://lnkd.in/grxM2dgv #image

What Is Computer Vision. If you would like to understand Computer Vision I recommend you read this article https://lnkd.in/dpaYgwiM

Last week, I sat down to review as many computer vision research papers I could from this July's CVPR 2024. While the awarded and mentioned ones were great and deserve all the accolades, I found some noteworthy ones that perhaps, missed out on laurels. Sharing a post about them along with an assessment on why their contributions matters for the future of computer vision. #computervision #deeplearning #ml #ai

Dear Connections, 🚀Thrilled to announce the publication of our latest research work titled "A computationally efficient speech emotion recognition system employing machine learning classifiers and ensemble learning" in the International Journal of Speech Technology - IJST (2024)! 📝🎉 Emotions are the cornerstone of human communication, and accurately recognizing them from speech is crucial for personalized interactions and improved user experiences across various industries 🗣️💡. In our study, we delved deep into the complexities of SER, exploring Mfcc features and spectrograms along with pre-trained models. We further boosted our results by employing ensembling methods such as catboost and weighted voting. 🔗Link to the paper: https://lnkd.in/gm-FPM8h 🔗DOI: https://lnkd.in/gF7593Vi Special thanks to my mentor, Dr. AISHWARYA N. , and co-author Dr. Karthik Seemakurthy, for their invaluable guidance and collaboration throughout this journey. 🙌 #SpeechEmotionRecognition #MachineLearning #Research #EnsembleLearning #SER #Amritavishwavidyapeetham

My blog article on computer vision, the ability of machines to interpret and understand visual information from their environment

Is hindsight 20/20? What does #computervision have to say about it? See the link of #deeplearning and computer vision in this Medium article - https://lnkd.in/e6UFMS2S #hindsight2020 #theeyeshaveit #machinelearning #imagesegmentation

https://lnkd.in/gff7kw3b A. Kesharwani and P. Shukla, "A Review of Anomaly Detection using Machine Learning Techniques," 2024 1st International Conference on Advanced Computing and Emerging Technologies (ACET), Ghaziabad, India, 2024, pp. 1-6, doi: 10.1109/ACET61898.2024.10730574. keywords: {Surveys;Deep learning;Machine learning algorithms;Reviews;Time series analysis;Focusing;Clustering algorithms;Graph neural networks;Classification algorithms;Anomaly detection;anomaly detection techniques;graph anomaly;static graph anomaly;dynamic graph anomaly},

Every week, researchers from top research labs, companies, and universities publish exciting breakthroughs in various topics such as diffusion models, vision language models, image editing and generation, video processing and generation, and image recognition. This article provides a comprehensive overview of the most significant papers published in the First Week of June 2024, highlighting the latest research and advancements in computer vision. Whether you’re a researcher, practitioner, or enthusiast, this article will provide valuable insights into the state-of-the-art techniques and tools in computer vision. ➡ Do not miss the 60% discount on To Data & Beyond yearly subscription: https://lnkd.in/gmwFUqYr 📒 My ebook Data Science Portfolio for Success: https://lnkd.in/dMs_53Wz

🌟 Excited to share my latest article on Local Binary Pattern (LBP) in Image Processing! 🌟 Discover how LBP enhances texture analysis in images and its applications in computer vision. Whether you're into #MachineLearning, #ComputerVision, or #ImageProcessing, this article breaks down the essentials. 📊💻 🔗 Read the full article here: https://lnkd.in/gjThh9Uu Let's dive into the world of texture descriptors and their impact on advanced image recognition! 🚀💡 #ImageAnalysis #DataScience #AI #DeepLearning #TechTrends #LinkedInLearning

Every week, researchers from top research labs, companies, and universities publish exciting breakthroughs in various topics such as diffusion models, vision language models, image editing and generation, video processing and generation, and image recognition. This article provides a comprehensive overview of the most significant papers published in the Fifth Week of May 2024, highlighting the latest research and advancements in computer vision. Whether you’re a researcher, practitioner, or enthusiast, this article will provide valuable insights into the state-of-the-art techniques and tools in computer vision. ⭐ Subscribe to my newsletter To Data & Beyond to receive similar content: https://lnkd.in/dVkD-7WT 📒 My ebook Data Science Portfolio for Success: https://lnkd.in/dMs_53Wz