Avinash's blog
Avinash

Avinash

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Machine Learning Enthusiast. Looking for opportunities and collaborations in the field of Machine Learning and Artificial Intelligence.

Unifying Deep Learning Models: Deploying TensorFlow and PyTorch Together with ONNX and ONNX Runtime

Aug 4, 202314 min read

Avinash R - August 4, 2023 · Index Outline Introduction Understanding ONNX: Enabling Model Interoperability The Need for ONNX in Model...

Unifying Deep Learning Models: Deploying TensorFlow and PyTorch Together with ONNX and ONNX Runtime

Semi-Supervised Learning

Jul 22, 202312 min read

Avinash R - July 22, 2022 · Introduction In this article, we will be using Fashion Product Images Dataset from Kaggle. We all know that Machine Learning...

Semi-Supervised Learning

Why CNN is preferred for Image Data

Jul 22, 202311 min read

Avinash R - July 22, 2023 · Index 1. Problem Statement 2. Dataset Description 3. Artificial Neural Network Implementation 3.1. Import Libraries &...

Why CNN is preferred for Image Data

Rain Prediction in Australia - Decision Tree

Jul 22, 202313 min read

Avinash R - July 22, 2023 · Introduction In this article, we will be using Rain in Australia Dataset from Kaggle. The problem is to predict whether it...

Rain Prediction in Australia - Decision Tree

AWS Tricks and Tips: Streamlining Your Workflow for Productivity

Jul 22, 202318 min read

Avinash R - July 22, 2023 · Index Outline Introduction Jupyter Notebook on an AWS Instance Tensorboard on AWS Instance File Transfer Tmux: Terminal...

AWS Tricks and Tips: Streamlining Your Workflow for Productivity