Antareep Deychaisquared.hashnode.dev·Jul 24, 2024I Built Silicon Valley's "Hotdog App" in Real Life, and It Actually Works!Remember that hilarious scene from Silicon Valley where Jian-Yang tried to pitch a "Shazam for food" app that could only identify hotdogs? Well, I took that ridiculous idea and made it a reality! Here's how I created a working app using a simple neur...DiscussMachine Learning
Aditya Kharbandakharbanda25.hashnode.dev·Jun 23, 2024Building a Formula 1 Car Classifier with 89% AccuracyI've been trying my hand at Transfer Learning and Fine Tuning for a while now. I decided to utilise it for a fun little project around F1. I fine-tuned the EfficientNetB0 image classification model on a F1 car images dataset, so that, given an image ...Discuss·10 likes·89 readsProjectsformula1
Gevorg Grigoryansaima111.hashnode.dev·May 28, 2024What is Transfer Learning and Why It Matters?Transfer learning involves utilizing a pre-trained model on a different task, which has gained significant popularity in the realm of deep learning. Its popularity lies in the ability to train deep neural networks effectively even with limited labele...DiscussMachine Learning
Sarayu Sree Yadav Padalasarayusreepadala.hashnode.dev·May 20, 2024From Rule-Based Systems to Transformer Models: The Evolution of NLPIntroduction to NLP Natural Language Processing (NLP) is a branch of artificial intelligence that teaches computers to understand, interpret, and generate human language. It enables machines to comprehend the nuances of language, such as grammar, sem...Discuss·1 likenlp
Paweł Siurekpawelsiurek.hashnode.dev·Feb 24, 2024AI In The Garden: Implementing Computer Vision To Classify Flower BreedsIt's an amazing feeling to wake up to the sight of Sun gazing through the windows with the Spring just around the corner. One feels so much more energetic, and willing to productively fulfill your day in this great atmosphere :D So I thought to mysel...Discuss·41 readsMachine Learning
Trisha Banerjeemlexplorer.hashnode.dev·Jan 18, 2024Impact of Transfer Learning in Natural Language ProcessingIntroduction: In the ever-evolving landscape of Natural Language Processing (NLP), transfer learning emerges as a game-changer, revolutionizing our approach to text-based tasks. Join us on a journey to unravel the intricacies of transfer learning and...Discussnlp
Raj Kulkarnirajkulkarni.hashnode.dev·Oct 7, 2023Exploring the Power of Functional APIs using Transfer LearningDefinition given by AI - Functional APIs in deep learning are a way to build neural networks by defining computational graphs of layers and connecting them. It provides a flexible and powerful approach to create complex models with multiple inputs an...Discuss·172 readsDeep Learning
Sachin PalforTeam - GeekPythonteamgeek.geekpython.in·Sep 23, 2023Comparing the Accuracy of 4 Commonly Used Models in Transfer LearningThere are deep learning models that are pre-trained on millions of image data. These models reduce the effort to train the custom deep learning model from scratch, you need to fine-tune them and they are ready to be trained on your dataset. Keras pro...DiscussDeep Learning
JuanPengmorningpeng.hashnode.dev·Aug 26, 2023How to create a transfer learning model (two methods)In convolutional neural networks, to reach the best accuracy and generalization ability, we need to test many experiments, adding layers or hidden units and so on. Sometimes it will take a lot of time and it can be just a random guess. But one thing ...DiscussMachine Learning
Victor Chabachaba.hashnode.dev·Aug 25, 2023Understanding the Differences:Photo by Boitumelo on Unsplash In the world of machine learning and deep learning, two popular techniques often used to leverage pre-trained models are fine-tuning and transfer learning. These approaches allow us to benefit from the knowledge and exp...DiscussTransfer learning