Models and examples built with TensorFlow

Deep Learning for humans

Animation engine for explanatory math videos

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

Python sample codes for robotics algorithms.

Semantic Image Synthesis with SPADE

Build Graph Nets in Tensorflow

🚀 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!

A PyTorch Graph Neural Network Library

[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