Category Archives: Artificial Intelligence

Artificial Intelligence: Links And Resources (91)

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6 Tools from Intel to Speed up Deep Neural Networks
https://www.codeproject.com/Articles/1273716/6-Tools-from-Intel-to-Speed-up-Deep-Neural-Network

How to build a neural network to fill the missing part of a handwritten digit using GANs
https://hub.packtpub.com/how-to-build-a-neural-network-to-fill-the-missing-part-of-a-handwritten-digit-using-gans-tutorial/

Announcing ML.NET 0.9 – Machine Learning for .NET
https://blogs.msdn.microsoft.com/dotnet/2019/01/10/announcing-ml-net-0-9-machine-learning-for-net/

Google DeepMind’s Deep Q-learning playing Atari Breakout
https://www.youtube.com/watch?v=V1eYniJ0Rnk&vl=en

Have you seen an idea for organizing ML projects that you’d like to share with others? If so please reply to this tweet!
https://twitter.com/AndrewYNg/status/1080887386488299520

First machine learning method capable of accurate extrapolation
https://phys.org/news/2018-07-machine-method-capable-accurate-extrapolation.html

Artificial Intelligence in JavaScript with TensorFlow.js
https://www.javascriptjanuary.com/blog/artificial-intelligence-in-javascript-with-tensorflowjs

Quiero trabajar en Big Data y no sé por dónde empezar
https://keepcoding.io/es/blog/quiero-trabajar-en-big-data-y-no-se-por-donde-empezar/

Angel “Java” Lopez
https://github.com/ajlopez
http://www.ajlopez.com
http://twitter.com/ajlopez

 

Artificial Intelligence: Links And Resources (90)

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Dive into Deep Learning
http://d2l.ai/index.html

Machine Learning in Excel
https://www.codeproject.com/Articles/1273000/Machine-Learning-in-Excel

Face Recognition
https://www.eff.org/pages/face-recognition

The Guardian: Face Recognition
https://www.theguardian.com/technology/facial-recognition

20 Facial Recognition Search Engines For Online Photo Search
https://biometrictoday.com/facial-recognition-search-engines-online-photo/

8 Best Facial Recognition Search Engines to Search Faces Online
https://www.technonutty.com/2018/01/face-search-using-facial-recognition-search-engines.html

Robots and Millennials: Joining Forces To Change The Future of Work
https://www.forbes.com/sites/stevecarlin/2018/12/12/robots-and-millennials-joining-forces-to-change-the-future-of-work

Tools to Help Optimize Deep-Learning Performance
https://www.codeproject.com/Articles/1273839/Tools-to-Help-Optimize-Deep-Learning-Performance

Angel “Java” Lopez
https://github.com/ajlopez
http://www.ajlopez.com
http://twitter.com/ajlopez

 

Artificial Intelligence: Links And Resources (89)

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Language Understanding (LUIS)
https://www.luis.ai/

Natural Language for Developers
https://wit.ai/

Watson Natural Language Understanding
https://www.ibm.com/watson/services/natural-language-understanding/

Face Recognition
http://www.face-rec.org/

Apple’s New iPads Embrace Facial Recognition
https://www.voanews.com/a/apple-s-new-ipads-embrace-facial-recognition/4635247.html

Learning Invariant Deep Representation for NIR-VIS Face Recognition
http://www.aaai.org/ocs/index.php/AAAI/AAAI17/paper/download/14253/14366

How Facial Recognition Systems Work
https://electronics.howstuffworks.com/gadgets/high-tech-gadgets/facial-recognition.htm

Luxand FaceSDK
https://www.luxand.com/facesdk/

Angel “Java” Lopez
https://github.com/ajlopez
http://www.ajlopez.com
http://twitter.com/ajlopez

Artificial Intelligence: Links And Resources (88)

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Lossless Triplet loss
https://towardsdatascience.com/lossless-triplet-loss-7e932f990b24
A more efficient loss function for Siamese Neural Networks

Convolutional Neural Networks
https://www.coursera.org/lecture/convolutional-neural-networks/triplet-loss-HuUtN

Siamese Neural Networks for One-shot Image Recognition
https://www.cs.cmu.edu/~rsalakhu/papers/oneshot1.pdf

One Shot Learning with Siamese Networks in PyTorch
https://hackernoon.com/one-shot-learning-with-siamese-networks-in-pytorch-8ddaab10340e

Siamese Network & Triplet Loss
https://towardsdatascience.com/siamese-network-triplet-loss-b4ca82c1aec8

Implementation of triplet loss in TensorFlow
https://github.com/omoindrot/tensorflow-triplet-loss
https://omoindrot.github.io/triplet-loss

Loc2Vec: Learning location embeddings with triplet-loss networks
https://www.sentiance.com/2018/05/03/loc2vec-learning-location-embeddings-w-triplet-loss-networks/

Triplet loss and its uses
https://effectiveml.com/blog/triplet-loss-and-its-uses.html

Angel “Java” Lopez
https://github.com/ajlopez
http://www.ajlopez.com
http://twitter.com/ajlopez

 

Artificial Intelligence: Links And Resources (87)

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Public preview: Named Entity Recognition in the Cognitive Services Text Analytics API
https://azure.microsoft.com/en-us/blog/public-preview-named-entity-recognition-in-the-cognitive-services-text-analytics-api/

AI News | Is Autonomous Driving Really Safe?
https://software.intel.com/es-es/videos/ai-news-is-autonomous-driving-really-safe

Use Kaggle to start (and guide) your ML/ Data Science journey — Why and How
https://towardsdatascience.com/use-kaggle-to-start-and-guide-your-ml-data-science-journey-f09154baba35

Predicting Customer Churn with IBM Watson Studio
http://businessoverbroadway.com/predicting-customer-churn-with-ibm-watson-studio

Facial recognition api for Python and the command line
https://github.com/ageitgey/face_recognition

Facial recognition system
https://en.wikipedia.org/wiki/Facial_recognition_system

FaceNet: A Unified Embedding for Face Recognition and Clustering
https://www.cv-foundation.org/openaccess/content_cvpr_2015/app/1A_089.pdf

OpenFace
https://cmusatyalab.github.io/openface/
Free and open source face recognition with deep neural networks.

Angel “Java” Lopez
https://github.com/ajlopez
http://www.ajlopez.com
http://twitter.com/ajlopez

 

Artificial Intelligence: Links And Resources (86)

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Transfer Learning
https://en.wikipedia.org/wiki/Transfer_learning

Transfer Learning for Deep Learning
https://machinelearningmastery.com/transfer-learning-for-deep-learning/

A bot disguised as a human software developer fixes bugs
https://www.technologyreview.com/s/612336/a-bot-disguised-as-a-human-software-developer-fixes-bugs/

Human-competitive Patches in Automatic Program Repair with Repairnator
https://arxiv.org/abs/1810.05806

TensorBoard
https://www.tensorflow.org/guide/summaries_and_tensorboard

FreeLing Tagset Description
https://talp-upc.gitbooks.io/freeling-4-0-user-manual/content/tagsets.html

Google Dataset Search
https://toolbox.google.com/datasetsearch

DrivenData
https://www.drivendata.org/
Data Science Competitions to Save the World

Angel “Java” Lopez
https://github.com/ajlopez
http://www.ajlopez.com
http://twitter.com/ajlopez

Artificial Intelligence: Links And Resources (85)

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Cell Detection in Microscopy Images with Deep Convolutional Neural Network and Compressed Sensing
https://arxiv.org/pdf/1708.03307.pdf

A Deep Learning Approach for Tumor Tissue Image Classification
https://www.researchgate.net/publication/298929528_A_Deep_Learning_Approach_for_Tumor_Tissue_Image_Classification

Using Machine Learning for Classification of Cancer Cells
https://www.s.u-tokyo.ac.jp/en/utrip/archive/2017/pdf/2_07.pdf

A Deep Learning Approach for Cancer Detection and Relevant Gene Identification
https://psb.stanford.edu/psb-online/proceedings/psb17/danaee.pdf

An improved deep learning approach for detection of thyroid papillary cancer in ultrasound images
https://www.nature.com/articles/s41598-018-25005-7

Google’s Machine Learning Model can Detect Cancer in Real-Time
https://www.analyticsvidhya.com/blog/2018/04/googles-machine-learning-model-can-detect-cancer-real-time/

Deep Learning Based Automatic Immune Cell Detection for Immunohistochemistry Images
https://pdfs.semanticscholar.org/e47c/3012e443d3bd7b0e5630427595e765c4b21f.pdf

Deep Learning for Cancer Diagnosis: A Bright Future
https://software.intel.com/en-us/articles/deep-learning-for-cancer-diagnosis-a-bright-future

Angel “Java” Lopez
https://github.com/ajlopez
http://www.ajlopez.com
http://twitter.com/ajlopez