Florencio Paucar's Projects
AIND, computer vision capstone project. This repo contains starting code for an end-to-end facial keypoint recognition system that relies on a combination of computer vision and deep learning techniques.
AIND Computer Vision project: Mimic Me!
Coding exercises for the Natural Language Processing concentration, part of Udacity's AIND program.
A simple question-answering system built using IBM Watson's NLP services.
Github Presentation Page
Open source simulator based on Unreal Engine for autonomous vehicles from Microsoft AI & Research
Implementation of the most commonly encountered problems in coding interviews, employing algorithms and data structures for effective solutions.
Automated Machine Learning on Databricks
Apache Spark Connector for Azure Cosmos DB
Samples and Docs for Azure Data Lake Store and Analytics
TensorFlow code and pre-trained models for BERT
English to French machine translation using bidirectional recurrent neural networks
Speech Recognition using Bidirectional Recurrent Neural Networks and Time Distributed Dense
Readable implementation of a Capsule Network as described in "Dynamic Routing Between Capsules" [Hinton et. al.]
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
Samples for Google Cloud Machine Learning Engine
https://cn.udacity.com/course/deep-learning-nanodegree-foundation--nd101/
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
COCO API - Dataset @ http://cocodataset.org/
Small Google Cloud Platform examples and code snippets.
Collaborative and competitive tennis player agent using Unity ML-Agent environment
Continuous Control with Deep Deterministic Policy Gradient
Machine Learning and Deep Learning Courses
MIT Covid-19 Challenge