Please make sure you do the setup below before coming to class: First (optional), create your EC2 account on AWS, if you don't have it. Second, install Anaconda with Python 3.5 Third, download and run the following
git clone https://github.com/humayun/dl-dataday-workshop.git cd dl-dataday-workshop
For EC2 (Linux/Ubuntu) User:
conda env create -f dl_workshop_ec2.yml
For Mac User:
conda env create -f dl_workshop_mac.yml
For Window User:
conda env create -f dl_workshop_windows.yml
If you don't want to install anaconda then, you need to install following library:
pip install pandas
pip install pillow
pip install opencv-python
pip install scikit-image
pip install scikit-learn
pip install h5py
pip install tensorflow
pip install keras
pip install seaborn
fourth, read instruction in project folder inside code and download data prior to workshop.
If you run in to trouble:
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Check your version of python! Consider reinstalling python.
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Make a clean amazon instance on EC2. You can purchase p2.xlarge machines with a fast GPU for under $8 for the day.
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If all else fails, please come early