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The Ohio State University
- Columbus, OH, USA
Stars
Models and examples built with TensorFlow
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Python sample codes for robotics algorithms.
🚀 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!
[CVPR 2020, Oral] MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask
Reinforcement Learning codebase for self-driving car in Carla
This project imlements the following tasks in the project: 1. Vehicle counting, 2. Lane detection. 3.Lane change detection and 4.speed estimation
DBNet: A Large-Scale Dataset for Driving Behavior Learning, CVPR 2018
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…
Implementation of the paper Video Action Transformer Network
Driving risk assessment with deep learning using a monocular camera. Related paper: https://arxiv.org/abs/1906.02859
Top-view trajectory data of pedestrians in crowd under vehicle influence in everyday campus scenarios
TensorFlow Implementation of "Action Recognition using Visual Attention"
This repo includes the source code and dataset information for reproducing the results of our paper (https://arxiv.org/abs/2009.06435)
Top-view trajectory data of pedestrians in groups under vehicle influence in controlled experiments
Collection of tools to use Nagoya University Autonomous Driving Team's open-source datasets