Human Emotion Classifier
Human Emotion Classifier using Viola & FastAI
Details
- Uses resnet34 pretrained CNN model
- Transfer learning on limited Google images
- Uses fastai library for Deep Learning
- Uses IPython Widgets and Voila for hosting
- Model classifies three emotions: Happy, Sad & Angry
Blog Post
Read my three part blog post which talks about development and deployment in detail:
- Part 1: Downloading Google Images and Training Classifier
- Part 2: Data Cleaning & Augmenting, Exporting Classifier
- Part 3: Loading Classifier, Simple GUI & Simple Deployment
Output
