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Machine Learning

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TensorFlow Experiences

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  1. TensorFlow-Book

References Field

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  1. Jordi Torres

Learning

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  1. Stanford University CS231n: Convolutional Neural Networks for Visual Recognition

TensorFlow Serving

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  1. TensorFlow Serving

Math

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  1. New fast.ai course: Computational Linear Algebra · fast.ai

OpenCV

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  1. christopher5106/FastAnnotationTool: A tool using OpenCV to annotate images for image cl...
  2. Getting Started with Videos — OpenCV-Python Tutorials 1 documentation

datasets

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  1. MovieLens 20M Dataset | GroupLens
  2. UCI Machine Learning Repository: Heart Disease Data Set
  3. List of datasets for machine-learning research - Wikipedia
  4. UCI Machine Learning Repository: Wine Data Set

3party platforms

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  1. poder.IO | Power of prediction

ebooks

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  1. Departamentos
  2. “Hello World” en TensorFlow | Professor Jordi Torres | UPC & BSC-CNS | Barcelona
  3. Deep Learning

TensorFlow Learning

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  1. Stanford University: Tensorflow for Deep Learning Research

Keras

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  1. Primeros pasos en Keras - Jordi Torres - Professor and Researcher at UPC & BSC: Superco...
  2. Keras Documentation

Machine Learning

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  1. Stanford Engineering Everywhere
  2. A visual introduction to machine learning
  3. Home :: AI Now
  4. A Neural Network Playground
  5. Neural networks and deep learning
  6. A Neural Network Playground
  7. 4 more

Other projects

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  1. gensim: models.word2vec – Deep learning with word2vec
  2. TensorForce: A TensorFlow library for applied reinforcement learning - reinforce.io
  3. TensorBox/TensorBox: Object detection in TensorFlow

Interesting Projects

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  1. Markable Drishti Demo

Computer Vision

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  1. COCO - Common Objects in Context
  2. marcbelmont/deep-license-plate-recognition
  3. Using Deep Learning for Image-Based Plant Disease Detection

Tensorflow

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  1. aymericdamien/TensorFlow-Examples: TensorFlow tutorials and code examples for beginners
  2. nlintz/TensorFlow-Tutorials: Simple tutorials using Google's TensorFlow Framework
  3. TensorFlow-Tutorials/01_linear_regression.py at master · nlintz/TensorFlow-Tutorials
  4. Creating Estimators in tf.contrib.learn  |  TensorFlow
  5. tensorflow/tf.contrib.learn.DNNClassifier.md at master · tensorflow/tensorflow · GitHub
  6. LibroTensorFlow/input_data.py at master · jorditorresBCN/LibroTensorFlow
  7. 8 more

raspberry pi

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  1. samjabrahams/tensorflow-on-raspberry-pi: TensorFlow for Raspberry Pi
  2. Raspberry Pi Camera and Motion out of the box – Sparrowcam | Richard Mudhar

image datasets

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  1. openimages/dataset: The Open Images dataset

Articles

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  1. Research Blog: Introducing the Open Images Dataset
  2. Build Logistic Regression Model with TensorFlow

General Information

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  1. AIY Projects
  2. Precision and recall - Wikipedia
  3. Deep Learning to Classify Clothing and Fashion Items in Images – Algorithmia
  4. DeepFashion
  5. Artificial intelligence-based system warns when a gun appears in a video
  6. Decision Tree – Machine Learning – John Canessa
  7. 5 more

TensorFlow examples

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  1. chiphuyen/stanford-tensorflow-tutorials: This repository contains code examples for the...
  2. Tensorflow-101/linear_regression.ipynb at master · Vikramank/Tensorflow-101
2 Comments
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  1. User189465
    User189465 · over 5 years ago

    https://github.com/marcbelmont/deep-license-plate-recognition Suggested

  2. User189465
    User189465 · over 5 years ago

    https://platerecognizer.com Suggested

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