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The Ohio State University
- Columbus, OH, USA
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Driving risk assessment with deep learning using a monocular camera. Related paper: https://arxiv.org/abs/1906.02859
This repo includes the source code and dataset information for reproducing the results of our paper (https://arxiv.org/abs/2009.06435)
This project imlements the following tasks in the project: 1. Vehicle counting, 2. Lane detection. 3.Lane change detection and 4.speed estimation
🚀 The TensorFlow Object Counting API is an open source framework built on top of TensorFlow and Keras that makes it easy to develop object counting systems!
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
Image-to-image translation with conditional adversarial nets
Models and examples built with TensorFlow
Acceptance rates for the major AI conferences
Reinforcement Learning codebase for self-driving car in Carla
Easily convert RGB video data (e.g. .avi) to the TensorFlow tfrecords file format for training e.g. a NN in TensorFlow. This implementation allows to limit the number of frames per video to be stor…
TensorFlow Implementation of "Action Recognition using Visual Attention"
Action recognition using soft attention based deep recurrent neural networks
Implementation of the paper Video Action Transformer Network
Papers, code and datasets about deep learning and multi-modal learning for video analysis
Keras implementation of Deeplab v3+ with pretrained weights
Top-view trajectory data of pedestrians in groups under vehicle influence in controlled experiments
Top-view trajectory data of pedestrians in crowd under vehicle influence in everyday campus scenarios
An Open Source Machine Learning Framework for Everyone
Open-source simulator for autonomous driving research.
Autoware - the world's leading open-source software project for autonomous driving
Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
DBNet: A Large-Scale Dataset for Driving Behavior Learning, CVPR 2018
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow