Octavio Arriaga

face_classification. Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.

paz. Hierarchical perception library in Python for pose estimation, object detection, instance segmentation, keypoint estimation, face recognition, etc.

STN.keras. Implementation of spatial transformer networks (STNs) in keras 2 with tensorflow as backend.

neural_image_captioning. Neural image captioning (NIC) implementation with Keras 2.

SSD-keras. SSD: Single Shot MultiBox Detector in keras.

RBF-Network. Minimal implementation of a radial basis function network.

beauvoir. Domain randomization library in Python for object detection and classification using Blender.

luvina. High-level Natural Language Processing (NLP) for Python.

bayesian-inverse-graphics. Bayesian Inverse Graphics for Few-Shot Concept Learning

tfp-workshop. Tensorflow probability workshop

awesome-deep-learning-papers. The most cited deep learning papers

self-organizing-map. Small numpy implementation of self-organizing maps (SOMs).

altamira-data. Altamira's external data such as model weights and image-pose dictionaries.

PyGPToolbox. PyGPToolbox - A python geometry processing toolbox

lectures. Oxford Deep NLP 2017 course

object-detector. Object Detection Framework using HOG as descriptor and Linear SVM as classifier.

cs224n-winter17-notes. Course notes for CS224N Winter17

ssd_keras. Port of Single Shot MultiBox Detector to Keras

image_affine_transformer. A class to apply affine transformations to a batch of images using bilinear interpolation.

keras-retinanet. Keras implementation of RetinaNet object detection.

pathnet.keras. Implementation of "PathNet: Evolution Channels Gradient Descent in Super Neural Networks" in keras 2.

keras-contrib. Keras community contributions

cnn_benchmarks. CNN benchmarks for Keras models

tensorflow. Computation using data flow graphs for scalable machine learning

object_perception. Object perception tasks: detection, tracking and classification.

Practical_RL. A course in reinforcement learning in the wild

IDE_vim. Integrated development environment (IDE) in vim.

ROS_face_classification. Python