Ritwik RahaforRitwik's blogblog.ritwikraha.dev·Aug 2, 2024Choosing Between SigLIP and CLIP for Language Image PretrainingRitwik RahaAritra Roy Gosthipaty Machine Learning EngineerMachine Learning Engineer ritwik_rahaarig23498 Introduction Suppose are given an image and three different captions. One of the captions correctly describes the image. How would you, as...1.3K readsGoogle gemma
Retzam Tarleretzam.hashnode.dev·Mar 25, 2024Supervised Learningprint("Supervised Learning") Supervised Learning is a type of machine learning task that uses labeled input data to train a model. Several inputs pass through a model to predict an output. Here input data is the data used to train the model and outpu...56 readsfeature vectors
Kavita Ranakavirana.hashnode.dev·Jan 27, 2024Loss functionsLoss functions are a way to quantify the performance of an algorithm. They are feedback mechanisms that demonstrate how well your algorithm has understood its learning dataset. If the value is high it is making a large loss which means that the algor...3 likes·94 readsloss functions
Saurabh Naiksaurabhz.hashnode.dev·Jan 11, 2024Neural Maze: Crafting Precision in Deep Learning with Specialized Loss FunctionsIntroduction: In the intricate world of neural networks, the role of loss functions is paramount. Understanding these functions is akin to deciphering the language that guides our models toward optimal performance. In this exploration, we will delve ...Deep Learningloss functions
