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a few small edits to clarify readmes
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trgardos committed Dec 21, 2023
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2 changes: 2 additions & 0 deletions README.md
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# Documentation

This is the README for the Spring 2023 course project. For Fall 2023,
see this [README](./fall23/README.md).

## Roadmap of Repository Directories
- [`DeploymentFinalNBs`](https://github.com/BU-Spark/ml-atfal-mafkoda-missing-children/tree/dev/Deployment:FinalNBs) - contains the deployment notebooks for the face aging demo as well as the facial recognition demo
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3 changes: 2 additions & 1 deletion fall23/README.md
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Expand Up @@ -6,6 +6,7 @@ This document provides an overview of the key components in our ML Pipeline. Ple

**JSON Data File**
- Description : This is a JSON file that contains all relevant Facebook data. It serves as the primary dataset.
An example JSON file is in the `inputs_outputs` folder.

**Data Downloader**
- Function : Downloads all images associated with a specific `CaseId`.
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- **Error Logging**: Missing data from the JSON file is logged into a CSV file for review.


## data_explore.ipynb
## data_explore.ipynb
The `data_explore` directory includes the `data_explore.ipynb` notebook, which specializes in analyzing and visualizing the given Facebook posts data. Key components and outputs of the notebook are outlined below:

### Data Conversion and Preprocessing
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7 changes: 7 additions & 0 deletions fall23/requirements_fall2023.txt
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requests
Pillow
tqdm
pandas
seaborn
matplotlib
deepface

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