This article is a simple introduction to simple binary classification for images with Keras deep learning library. There are many ways to do image classification with Keras. Here are the detail of this particular implementation: Type of classification: binary classification. Other type of classification will be the focus of other article Dataset used is Dogs … Lanjutkan membaca Simple Binary Image Classification with Keras
Download the Developer’s Guide to Building AI Applications:https://info.microsoft.com/ww-landing-ai-developers-bot-ebook.html Create your first intelligent bot with Microsoft AI.Artificial intelligence (AI) is accelerating the digital transformation for every industry, with examples spanning manufacturing, retail, finance, healthcare, and many others. At this rate, every industry will be able to use AI to amplify human ingenuity. In this e-book, Anand … Lanjutkan membaca Download the Developer’s Guide to Building AI Applications
Ebook Foundations of Computer Science: http://i.stanford.edu/~ullman/focs.html
Some free ebooks to learn Machine Learning and related fields Statistics Cameron Davidson-Pilon, Probabilistic Programming & Bayesian Methods for Hackers, Trevor Hastie, Robert Tibshirani, Jerome Friedman, The Elements of Statistical Learning, Springer Machine Learning Jeffrey Stanton, An Introduction to Data Science version 3 , 2013 Nils J. Nilsson , Introduction to Machine Learning, http://ai.stanford.edu/~nilsson/mlbook.html Shai … Lanjutkan membaca Machine Learning Free Book
Weeks before GCI (Google Code-In) even started, I keep debating with myself whether to join GCI 2017 or not. I was a GCI 2016 participant and my experience with it was not so good. It was kinda a traumatic experience for me. Long story short, I decided to join. The first thing I have to … Lanjutkan membaca Google Code-In 2017: My Story
A screenshot of Fabrik I tried to import several keras neural networks to Fabrik, and this is the result:These are the models I successfully imported: Model Link Fabrik Link https://github.com/anantzoid/VQA-Keras-Visual-Question-Answering http://fabrik.cloudcv.org/caffe/load?id=20180105045732jmyeu https://github.com/LemonATsu/Keras-Image-Caption http://kodu.ut.ee/~leopoldp/2016_DeepYeast/code/caffe_model/ http://fabrik.cloudcv.org/caffe/load?id=20180102135425bzkzy And these are some models I had troubles with: Model Link Successfully Generated the JSON Model? Problem Error Message https://github.com/ykamikawa/SegNet Yes Error … Lanjutkan membaca Keras Neural Networks and Fabrik
To save a keras model to a json file, simply use this code: model_json = model.to_json() with open(“model.json”, “w”) as json_file: json_file.write(model_json) where model is a keras model object.
No Name URL Framework Note Fabrik 1 NeuralTalk https://github.com/karpathy/neuraltalk Python + numpy obsoleted by NeuralTalk2 2 NeuralTalk2 https://github.com/karpathy/neuraltalk2 Torch Torch incompatible with Fabriq 3 Show and Tell https://github.com/tensorflow/models/tree/master/research/im2txt Tensorflow Tensorflow parser Fabriq incompatible with Fabriq 4 Keras Image Caption https://github.com/LemonATsu/Keras-Image-Caption Keras requires python 3.4+ fail with python 3.6 5 Image Captioning with Spatial Attention in … Lanjutkan membaca Image Captioning Models and Fabrik
Host Challenge Name URL Prize Deadline Visual Geometry Group Visual Domain Decathlon Challenge http://www.robots.ox.ac.uk/~vgg/decathlon/ Driven Data Concept to Clinic https://concepttoclinic.drivendata.org/ 100000 Early 2018 Driven Data Predicting Poverty https://www.drivendata.org/competitions/50/worldbank-poverty-prediction/ 15000 28 Februari 2018 Kaggle Mercari Price Suggestion Challenge https://www.kaggle.com/c/mercari-price-suggestion-challenge 100000 Kaggle Toxic Comment Classification Challenge https://www.kaggle.com/c/jigsaw-toxic-comment-classification-challenge 35000 20 Februari 2018 Kaggle Nomad2018 Predicting Transparent Conductors https://www.kaggle.com/c/nomad2018-predict-transparent-conductors … Lanjutkan membaca Machine Learning And Artificial Intelligence Challenges in 2018
Artikel ini adalah adaptasi dari prosedur instalasi di https://github.com/Cloud-CV/EvalAI apt-get install openssh-server apt-get install net-tools Instalasi software dependencies: apt-get install python2.7 apt-get install git apt-get install postgresql # Success. You can now start the database server using: # /usr/lib/postgresql/9.6/bin/pg_ctl -D /var/lib/postgresql/9.6/main -l logfile start apt-get install rabbitmq-server apt-get install virtualenv apt-get install python-psycopg2 (thanks … Lanjutkan membaca Instalasi Eval AI di Ubuntu 17.10
