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Sai Vamsi Karnam

6 posts •
Machine Learning (ML)

Understanding Bleu Score

BLEU (Bilingual Evaluation Understudy) score was proposed in 2002 and has quickly become the standard score for evaluating machine translation output. It measures the similarity between a machine's translated text and a set of good quality human reference translations.

Sai Vamsi Karnam
Deep Learning

Tensor Operations: Flatten and Squeeze

In this article at OpenGenus, we have explored the 2 fundamental operations in Deep Learning models that modify tensor structure that is Flatten and Squeeze op.

Sai Vamsi Karnam
Deep Learning

Adagrad: An Adaptive Gradient Algorithm for Optimization

Adaptive Gradient Algorithm, abbreviated as Adagrad, is a gradient-based optimization algorithm first introduced in 2011.

Sai Vamsi Karnam
Machine Learning (ML)

Brightness and Contrast in Image Processing for ML

Image processing is an important preprocessing step in machine learning because it can greatly improve the quality of the input data, which can in turn improve the performance of machine learning models.

Sai Vamsi Karnam
Deep Learning

22 Deep Learning use-cases in Transportation

In this article at OpenGenus, we will explore some of the uses of deep learning in modern day transportation and transport systems, and how it has improved the methods of transport we prefer today.

Sai Vamsi Karnam
Deep Learning

Building your own GPT code assistant

In this article, we have explored how one can build their own GPT code assistant that is Code generation using GPT model architecture.

Sai Vamsi Karnam
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