Machine Learning


Enhancing Model Explainability in Deep Learning: A Comprehensive Guide

Enhancing Model Explainability in Deep Learning: A Comprehensive Guide

Explore techniques that bring transparency to AI models, empowering you to make sense of their decisions

Machine learninDeep learning
How to Extract Texts from Rotated(Skewed) Text-Images using CRAFT, OpenCV and pytesseract

How to Extract Texts from Rotated(Skewed) Text-Images using CRAFT, OpenCV and pytesseract

OpencvImage ProcessingMachine Learning
Evaluating NLP Models: A Comprehensive Guide to ROUGE, BLEU, METEOR, and BERTScore Metrics

Evaluating NLP Models: A Comprehensive Guide to ROUGE, BLEU, METEOR, and BERTScore Metrics

Machine LearningArtificial IntelligenceData Science
🦜️ LangChain + Streamlit🔥+ Llama 🦙: Bringing Conversational AI to Your Local Machine

🦜️ LangChain + Streamlit🔥+ Llama 🦙: Bringing Conversational AI to Your Local Machine

generative ai, chatgpt, how to use llm offline, large language models, how to make offline chatbot, document question answering using language models, machine learning, artificial intelligence, using llama on local machine, use language models on local machine

Artificial IntelligencePythonMachine Learning
Get Ready to Build Your Own AI Animated Avatar: Step-by-Step Guide

Get Ready to Build Your Own AI Animated Avatar: Step-by-Step Guide

Creating an AI animated avatar is a great way to learn more about computer vision and machine learning, and it can also be a fun project to showcase your skills. In this tutorial, we will be creating…

Machine LearningData ScienceAI
What is Gaussian Noise in Deep Learning? How and Why it is used?

What is Gaussian Noise in Deep Learning? How and Why it is used?

Machine learningDeep learningGaussian noise
Visualizing Attention in Vision Transformers

Visualizing Attention in Vision Transformers

Machine LearningDeep LearningTensorFlow
Knowledge Distillation, aka Teacher-Student Model

Knowledge Distillation, aka Teacher-Student Model

With the release of large models in the last few years, from GPT-3 to Megatron, I keep pondering how to experiment and use these models for a specific use case. These models are trained on massive…

Deep LearningMachine LearningPython
How Deep Learning Works In Three Figures

How Deep Learning Works In Three Figures

Artificial intelligenceDeep learningMachine learning
Gaussian Distribution In Machine Learning

Gaussian Distribution In Machine Learning

Machine learningGaussian distributionData science