https://github.com/rqbazan/pupper-cnn
https://github.com/rqbazan/pupper-cnn
Last synced: 6 months ago
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- Host: GitHub
- URL: https://github.com/rqbazan/pupper-cnn
- Owner: rqbazan
- Created: 2017-11-07T13:50:44.000Z (almost 8 years ago)
- Default Branch: master
- Last Pushed: 2017-11-24T07:26:46.000Z (almost 8 years ago)
- Last Synced: 2025-02-06T19:52:08.722Z (8 months ago)
- Language: Python
- Size: 62.1 MB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
### Base de conocimiento utilizada
* [Imagenes de razas de perros](https://s3-us-west-1.amazonaws.com/udacity-aind/dog-project/dogImages.zip)
* [Imagenes de humanos](http://vis-www.cs.umass.edu/lfw/lfw.tgz)
* [Diccionario usado en RestNet50](https://gist.github.com/yrevar/942d3a0ac09ec9e5eb3a)
### Información
#### Teoria
* [CS231n: Convolutional Neural Networks for Visual Recognition](http://cs231n.stanford.edu/)
* [TensorFlow - DataCamp Article](https://www.datacamp.com/community/tutorials/tensorflow-tutorial)
* [What's a tensor?](https://www.youtube.com/watch?v=f5liqUk0ZTw) :movie_camera:
#### Deploy
* [Machine Learning Server for Linux 9.2: Virtual Machine on Azure](https://docs.microsoft.com/en-us/machine-learning-server/install/machine-learning-server-azure-vm-on-linux)
* [GPU VM in Azure for Deep Learning](http://www.vickyfu.com/2017/01/gpu-vm-in-azure-for-deep-learning/)
* [Keras with GPU on Amazon EC2 – a step-by-step instruction](https://hackernoon.com/keras-with-gpu-on-amazon-ec2-a-step-by-step-instruction-4f90364e49ac)
#### Proyectos
* [Dog Breed Classifier](https://github.com/jamesrequa/Dog-Breed-Classifier)
### Dependencias
> La mayoria de librerias estan cubiertas por [Anaconda](https://www.anaconda.com)
* [Anaconda](https://www.anaconda.com/download/)
* Keras: `pip install keras` o `git clone https://github.com/fchollet/keras.git && cd keras && python setup.py install `
* TensorFlow: `pip install tensorflow` o `pip install tensorflow-gpu`
* [OpenCV](https://www.scivision.co/install-opencv-python-windows/)
### Dependencias API
* Flask: `pip install flask`
* Flask Restful: `pip install flask_restful` o `git clone https://github.com/flask-restful/flask-restful && cd flask-restful && python setup.py install`