Pedestrian Crossing Prediction

This is the repository for a graph convolutional network autoencoder + LSTM pedestrian crossing prediction algorithm from the ego-view.

Download the videos, CV and NLP annotations from OneDrive.

Introduction

Model

Dependencies

• Python 3.8
• Tensorflow = 2.4.0
• CUDA = 11.1

Preprocesssing Data

For preprocessing data steps go here.