Jimmie Munyi
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audio (1)
beginner (3)
collaborative-filtering (1)
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Tech Blog

Experiments that do not make it to blog posts: Deep Learning Experiments

Making Transfer Learning work in plain PyTorch

Tips to effectively use Transfer Learning in the Vision Domain

Oct 17, 2021
7 min

Deep Residual Learning for Image Recognition (2015)

Implementing the ResNet Paper

Sep 28, 2021
12 min

Learning from Sound

Classifying respiratory sounds with PyTorch and torchaudio

Sep 14, 2021
10 min

Making a Book Recommendation System

Using Collaborative Filtering to recommend books.

Feb 15, 2021
12 min

Sign Language Inference

Creating a realtime sign language intepreter.

Jan 21, 2021
5 min

Sign Language Classification

Training Our Model for Classifying Sign Language

Jan 20, 2021
6 min

Handling Imbalance in Medical Datasets

How to train models in the medical domain where datasets are often imbalanced

Oct 14, 2020
5 min

Training State of the Art Models with Little Data and Compute using Transfer Learning

A Beginner’s Practical look into Transfer Learning

Oct 2, 2020
9 min
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