oarriaga/self-organizing-map

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MIT License
Created over 7 years ago
Updated over 7 years ago

oarriaga/self-organizing-map

oarriaga

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

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.

Jupyter Notebook

neural_image_captioning

Neural image captioning (NIC) implementation with Keras 2.

Jupyter Notebook

SSD-keras

SSD: Single Shot MultiBox Detector in keras.

RBF-Network

Minimal implementation of a radial basis function network.

Jupyter Notebook

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

PyGPToolbox

PyGPToolbox - A python geometry processing toolbox

altamira-data

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

ROS_face_classification

pathnet.keras

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

cnn_benchmarks

CNN benchmarks for Keras models

object_perception

Object perception tasks: detection, tracking and classification.

neras

keras with numpy

image_affine_transformer

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

Jupyter Notebook

IDE_vim

Integrated development environment (IDE) in vim.