Octavio Arriaga

Projects:

RBF-Network
(pure-numpy)

Simple radial basis function network with pure numpy

code

Real-time
Face Recognition

Real-time emotion and sex classification with xception modules

paper / code

Domain Randomization w/ Blender

Synthetic data creation for classification and object detection using Blender

paper / code

Spatial Transformer Networks

Implementation of the Spatial Transformer Networks as attention for classification

paper / code

Neural Captioning of Dangerous Situations

Neural Image Captioning for dangerous situations

paper / code

Self-Organizing Map (pure-numpy)

Self-organizing map with pure numpy

code

Neural Image Captioning

Neural image captioning model

code

Pathnet
(keras w/ tensorflow)

PathNet: Evolution Channels Gradient Descent in Super Neural Networks

code

2D det, robust LR

Hello World!

code