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·49 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·173 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
Luis Jose Mendez mendezluisjose.hashnode.dev·Aug 15, 2023Traffic Light Detection and Classification with TensorFlow 🚦https://twitter.com/mendezluisjose/status/1691510506568232960?s=20 Traffic Light Detection and Classification with TensorFlow, Transfer Learning and COCO Model. Using both the COCO Model to detect the traffic light and then the Custom Traffic Light...DiscussTensorFlow
Ayush KumarforHacker'sGuidehackclub-vitc.hashnode.dev·Jul 5, 2023Supercharging AI: The Art and Science of Transfer LearningIntroduction In the realm of artificial intelligence (AI), transfer learning has emerged as a revolutionary technique that allows models to leverage knowledge gained from one task to improve performance on another. It has rapidly transformed the land...Discuss·84 readsMachine Learning
Gunjan Lunkadglunkad.hashnode.dev·May 9, 2023Transformers in NLP: A Notebook Approach to Disaster Tweets Kaggle ContestIntroduction Nowadays, Twitter has emerged as an important communication channel during times of emergency. With the widespread usage of smartphones, people can now quickly report an emergency they are witnessing in real-time, enabling disaster relie...Discuss·44 readsnlp
Saket Munda5aket.hashnode.dev·Dec 31, 2022Build Comp Vis Human Classifier on Unsplash Lite DatasetIntroduction All the machine learning problems can be solved by creating neural network problems from scratch using our custom data to fit, compile and build and then further improve our network by adding more layers, adjusting the number of neurons,...Discuss·63 readsArtificial IntelligenceTransfer learning
