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deepdetect.com

DeepDetect :: Simple & Powerful Deep Learning Server and API

DeepDetect is an enterprise-grade open source deep learning server and API that eases the integration of deep learning into existing applications, with no compromise on performance and technology

http://www.deepdetect.com/

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DeepDetect :: Simple & Powerful Deep Learning Server and API | deepdetect.com Reviews
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DeepDetect is an enterprise-grade open source deep learning server and API that eases the integration of deep learning into existing applications, with no compromise on performance and technology
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1 deep learning server
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4 image classification
5 object detection
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DeepDetect :: Simple & Powerful Deep Learning Server and API | deepdetect.com Reviews

https://deepdetect.com

DeepDetect is an enterprise-grade open source deep learning server and API that eases the integration of deep learning into existing applications, with no compromise on performance and technology

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deepdetect.com deepdetect.com
1

Training a model from a CSV dataset

https://deepdetect.com/tutorials/csv-training

Training a model from a CSV dataset. Setup of an image classifier. Training from a CSV dataset. Training XGBoost from CSV. Training an image classifier. Tag images into ElasticSearch. Training a model from a dataset in CSV format. For an explanation of the data themselves. Let us create a dedicated repository. Mkdir models mkdir models/covert. The data can be obtained either from Kaggle. Or from http:/ www.deepdetect.com/dd/examples/all/forest type/train.csv.tar.bz2. You can take a look at the raw data:.

2

Installing DeepDetect

https://deepdetect.com/overview/installing

Setup of an image classifier. Training from a CSV dataset. Training XGBoost from CSV. Training an image classifier. Tag images into ElasticSearch. DeepDetect is written in C 11 with professional support for Linux platforms. The latest release can be found at DeepDetect Releases. Important: at the moment the only platform with support is Ubuntu 14.04 LTS. Docker and Amazon AMI images are available. Both contain a ready to go deepdetect server as well as pre-trained. Server is listening properly:. On Ubunt...

3

API Reference

https://deepdetect.com/api

Http:/ www.deepdetect.com/. Documentation Powered by Slate. Welcome to the DeepDetect API! DeepDetect is a Machine Learning server. At this stage, it provides a flexible API to train deep neural networks and gradient boosted trees, and use them where they are needed, in both development and production. The software defines a very simple flow, from data to the statistical model and the final application. The main elements and vocabulary are in that order:. Images, numerical data, or text. The computationa...

4

Setup of an image classifier

https://deepdetect.com/tutorials/imagenet-classifier

Setup of an image classifier. Setup of an image classifier. Training from a CSV dataset. Training XGBoost from CSV. Training an image classifier. Tag images into ElasticSearch. Setting up an image classifier based on Imagenet. The machine learning service allows for an application to send images and to receive a set of tags describing this image in return. The tags are encoded in JSON. The following presupposes that DeepDetect has been built and installed. Getting the pre-trained model. And some from (1).

5

Introduction to DeepDetect

https://deepdetect.com/overview/introduction

Setup of an image classifier. Training from a CSV dataset. Training XGBoost from CSV. Training an image classifier. Tag images into ElasticSearch. Welcome to DeepDetect documentation. DeepDetect is a deep learning API and server written in C 11. It makes state of the art deep learning easy to work with and integrate into existing applications. DeepDetect boasts the following features:. High level and generic API for machine learning and deep learning. Remote Python client library. Easy management and pre...

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github.com github.com

GitHub - beniz/deepdetect: Deep Learning API and Server in C++11 with Python bindings and support for Caffe and XGBoost

https://github.com/beniz/deepdetect

Deep Learning API and Server in C 11 with Python bindings and support for Caffe and XGBoost. Http:/ www.deepdetect.com/. Use Git or checkout with SVN using the web URL. Aug 22, 2016. Failed to load latest commit information. Fixed indentation in python client. Mar 8, 2016. Automatic detection of cuDNN. Dec 2, 2015. Added default corresp file for imagenet ilsvrc12. May 12, 2015. Update image frontend demo README with screenshot. Apr 28, 2016. Aug 22, 2016. Nov 27, 2015. Nov 5, 2014. May 15, 2016. And dist...

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DeepDetect :: Simple & Powerful Deep Learning Server and API

Training from CSV data. Open Source Deep Learning Server. Get state of the art results with no code involved. From your application or the command line by series of simple calls to the deep learning server. Seamless switch between development and production. Use one or more deep learning servers for development and production, test, move. And reuse models, it has never been easier to bring the full machine learning cycle into production! Easy API and flexible template output formats. Multi-purpose deep l...

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