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Streamlit App for Data Science Projects
Streamlit is an open-source Python library that makes it easy to build and share custom web applications for machine learning…
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Research Guide: Model Distillation Techniques for Deep Learning
Image Source Knowledge distillation is a model compression technique whereby a small network (student) is taught by a larger trained…
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Image Inpainting for SDXL 1.0 Base Model + Refiner
In this article, we’ll compare the results of SDXL 1.0 with its predecessor, Stable Diffusion 2.0. We’ll also take a…
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The 7 NLP Techniques That Will Change How You Communicate in the Future (Part I)
What is NLP? Natural Language Processing (NLP) is a field at the intersection of computer science, artificial intelligence, and linguistics.…
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Sketches in Computer Vision
Photo by Goashape on Unsplash Visual understanding of the real world is the primary goal of any computer vision system,…
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OpenCV-Python Cheat Sheet: From Importing Images to Face Detection
What is OpenCV-Python? OpenCV is an open source computer vision and machine learning library. It has 2500+ optimized algorithms—a comprehensive…
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Understanding Hold-Out Methods for Training Machine Learning Models
During the evaluation of machine learning (ML) models, the following question might arise: Is this model the best one available…
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First Step to Object Detection Algorithms
Photo by Brecht Denil on Unsplash Object detection is a field of computer vision used to identify and position objects…
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How to Make Your Machine Learning Models Robust to Outliers
According to Wikipedia, an outlier is an observation point that is distant from other observations. This definition is vague because…
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Spam Filtering Using Bag-of-Words
Photo by Daniel Minárik on Unsplash In this post, we’re going to employ one simple natural language processing (NLP) algorithm…
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From Observability to Optimization: Announcing the Opik Agent Optimizer Public Beta
At Comet, we’re driven by a commitment to advance innovation in AI, particularly in the realm of LLM observability. Our…
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