Archives for self supervised learning - Page 4
Deep learning is the subset of machine learning that processes data, much like the human brain. It uses an artificial neural network for object detection, speech recognition, translation, decision-making, and more. However, for deep learning to work optimally, a massive amount of data is required. Reducing the data-dependency of deep learning is one of the…
The post Facebook’s New Billion-Parameter Model Might Just Change Computer Vision Forever appeared first on Analytics India Magazine.
Deep learning is the subset of machine learning that processes data, much like the human brain. It uses an artificial neural network for object detection, speech recognition, translation, decision-making, and more. However, for deep learning to work optimally, a massive amount of data is required. Reducing the data-dependency of deep learning is one of the…
The post Facebook’s New Billion-Parameter Model Might Just Change Computer Vision Forever appeared first on Analytics India Magazine.
VISSL is a computer VIsion library for state-of-the-art Self-Supervised Learning research. This framework is based on PyTorch. The key idea of this library is to speed up the self-supervised learning process from handling a new design to the evaluation part, VISSL does it all. Following are the characteristic of VISSL framework: Reproducibility: It provides a…
The post Guide to VISSL: Vision Library for Self-Supervised Learning appeared first on Analytics India Magazine.