https://github.com/rshrc/gait-recognition

Distance Recognition of a Human Being with Deep CNN's
https://github.com/rshrc/gait-recognition

cnn deep-learning gait image-processing imageio keras neural-network numpy pandas python3 tensorflow

Last synced: 2 months ago
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Distance Recognition of a Human Being with Deep CNN's

• Host: GitHub
• URL: https://github.com/rshrc/gait-recognition
• Owner: rshrc
• Created: 2018-08-02T17:08:54.000Z (almost 7 years ago)
• Default Branch: master
• Last Pushed: 2018-10-30T15:05:41.000Z (over 6 years ago)
• Last Synced: 2025-03-17T20:13:23.215Z (2 months ago)
• Topics: cnn, deep-learning, gait, image-processing, imageio, keras, neural-network, numpy, pandas, python3, tensorflow
• Language: Python
• Homepage:
• Size: 345 KB
• Stars: 58
• Watchers: 8
• Forks: 26
• Open Issues: 7
• Metadata Files:
  • Readme: README.md

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README

        
# Cross-View Gait Based Human Identification

GAIT is a kind of behavioral biometric feature, whose raw data are video sequences presenting walking people. It is particularly suitable for long-distance human identification, and requires no explicit co-operation by subjects, compared with other kinds of biometric features such as fingerprint and iris.

## Using multiple images of the same person from different angles.

![gait1](https://i.imgur.com/8QESu5B.png)

## One person having multiple outfits

![gait2](https://i.imgur.com/NUT0kaf.jpg)

## The Deep Neural Network Architecture

![gait3](https://i.imgur.com/4col0vk.png)

#### Currently Under Active Development