Category Archives: deep learning
Face Similarity searching ~ landmark detecting
Thanks to this post of facial landmarks and the openface project!
11/11 updated the image pool to 710000
11/3 updated the image pool to 540000
10/14 add face similarity searching! from a 4000-photo pool
Deep Learning model find 128 features of each face –Then Cosine distance ~ simple but powerful.
face similarity searching from celebrities (which superstar looks like you the most)?
I’ve implemented the idea to a web app that can batch processing face chopping from pics & facial landmarks pinpointing!
The next step will be training beauty score rating model & a face similarity comparing to superstars (which star looks like you the most)?
Sentiment Analysis model deployed!
I’ve trained a sentiment analysis on simple data set:
Amazon Reviews: Unlocked Mobile Phones
based on the amazon phone purchase reviews. Simple linear SVM classifier using scikit-learn. The code is down below, please scroll down
Yet I’ve successful deployed the model on an AWS server! original deployment page
Model building
Self-Organizing Map Implementation Self-organizing map, Python Keras, Tensorflow
DeepLearning A_Z Udemy Course Note
https://www.udemy.com/deeplearning
Self-Organizing Map Implementation
Self-Organizing Map Note Self-organizing map, Python Keras, Tensorflow
DeepLearning A_Z Udemy Course Note
https://www.udemy.com/deeplearning