LeftSpoonFish / BatCloud

BATMAN Cloud

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BatCloud:

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Description:

Biometric Analysis Tool for Media ANalytics (BATMAN) is a tool suite to aid in media analysis. This repo is testing/proof of working cloud concepts for these scripts. Ability to deploy and process in a cloud platform. Currently no option is inplace to store data (ie. S3 bucket) so functionality of some aspects may be limited/degraded.

TinyURL - https://tinyurl.com/BatmanCloud

๐Ÿ’ป Tech Stack:

Python AWS Azure Google Cloud Anaconda Adobe Photoshop Adobe Illustrator Plotly Pandas NumPy PyTorch scikit-learn SciPy TensorFlow Docker

Features/Dashboards:

  • Media Extractor - A dashboard to extract media/faces from media from various file types.
  • Cluster and Pose - A dashboard to cluster faces by identity and categorize pose angle per face.
  • Video Timeline - A dashboard expirimenting with analyzing where identities show up in a video. Once detected identities should be assembled into a timeline of location within the video.
  • Face Expression Analysis - A dashboard to analyze facial expression. This dashboard looks to categorize emotion (Anger, Contempt, Fear, Disgust, Happiness, Sadness, Suprise), it is based on the Facial Action Coding System (FACS).
  • Super Resolution - A dashboard to upscale details in an image.
  • GEOTRAX (PIL) - A dashboard to extract and analyze geo-locational EXIF data from an image/text using PIL. Upon extraction locations plot to an interactive map.
  • GEOTRAX (EXIFTOOL) - A dashboard to extract and analyze geo-locational EXIF data from an image/text using EXIFTOOL. Upon extraction locations plot to an interactive map.

๐Ÿ“Š GitHub Stats:




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BATMAN Cloud


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