Kalebu / dsa2022-Arusha

IoT Data Processing - DSA 2022

This repo contains material to be used for the DSAIL session at DSA 2022. During the session we will discuss the acquisition and processing of data from internet of things (IoT) devices. In particular we will focus on:

• Camera trap image processing
• Outlier detection for time series data

Session Preparation

Software (Python) Environment

To be able to run the notebooks in this session, do the following

1. Clone this repository and cd into it

2. Create a virtual environment On Linux python3 -m venv dsa2022 or On Windows python -m venv dsa2022

3. Activate it: On Linux source dsa2022/bin/activate On Windows dsa2022\Scripts\activate.bat

4. Update pip: pip install --upgrade pip

5. Install the requirements: pip install -r requirements.txt

6. Launch jupyter jupyter notebook

A. Using anaconda

1. Download and install Anaconda for your machine.

2. Open Anaconda prompt

3. Clone this repository and cd into it

4. Create enviroment conda create --name dsa2022

5. Access environment conda activate dsa2022

6. Installl requirements pip install -r requirements.txt

7. Launch jupyter jupyter notebook