Machine Learning & Computer Vision 2020

Machine Learning News & Articles:

• Machine learning que es y como funciona?
• Cursos de machine learning de amazon
• “Enseña a enseñar” modelos de inteligencia artificial
• Aprendizaje automático con Python
• Crea tu modelo Machine Learning con Teachable Machine
• What is Classification, explained in one minute
• Applications of Machine Learning [Image]
• Guías del aprendizaje automático
• What is the Difference Between CNN and RNN?

Machine Learning Tutorials:

• Machine Learning Basics
• Machine Learning Tutorial | Face Recognition in 10 min
• Build and deploy a machine learning application from scratch

Images Classification:

• Image Classification on Kaggle using AutoGluon
• AutoGluon: AutoML Toolkit for Deep Learning
• Image Classification - How to Use Your Own Datasets

Microsoft Machine Learning Tools:

• Onnx runtime 1.0
• Cognitive Toolkit
• Microsoft Fastspeech

Deep Learning:

• MIT 6.S191 Introduction to Deep Learningç
• Deep Learning
• Introducing PyTorch3D: An open-source library for 3D deep learning
• Preprocessing audio data for Deep Learning

Computer Vision:

• Intel OpenVino Toolkit
• Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer
• Webcam Object Detection with Mask R-CNN on Google Colab
• Inteligencia artificial de Nvidia para crear modelos 3d a partir de una foto.
• La IA de Facebook convierte objetos 2D en formas 3D
• Build a React, Firebase and Google Cloud Vision machine learning API app
• Lip reading using CNN and LSTM [PDF Report]

TensorFlow:

• Deep Learning (for Audio) with Python [17 Videos]
• TensorFlow Adapter for React Native
• React Native Template TensorFlow.js
• How to Build Object Detection APIs Using TensorFlow and Flask
• Neural Machine Translation with Attention and Tensorflow 2.0
• TensorFlow 2.0 Complete Course - Python Neural Networks for Beginners
• TensorFlow Quantum
• Innovative TensorFlow Applications for Machine Learning Models

Pytorch:

• Pytorch
• PyTorch Lightning
• Make your models smaller! (Pytorch)
• Variational Autoencoders (VAE) in PyTorch
• Pytorch Tutorial – Building simple Neural Network [2020]
• PyTorch tutorial – Creating Convolutional Neural Network [2020]

Natural Language Processing (NPL):

• NLP from Scratch: Annotated Attention
• AI Learns to Become an Influencer on Twitter [Natural Language Processing]
• What is NLP (Natural Language Processing) | Artificial Intelligence clearly explained 12
• Using Azure Language Understanding (LUIS) with Bubble.io Low Code
• Stanza - A Python NLP Library for Many Human Languages

OpenCV:

• How to Build a Smile Tracking Bot
• Facial Recognition On TheBigBangTheory Show with OpenCV
• Camera Calibration using OpenCV

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