DBNet
Driver behavior predictor
Provides data and tools for machine learning models to predict driving behaviors from sensor data.
DBNet: A Large-Scale Dataset for Driving Behavior Learning, CVPR 2018
213 stars
16 watching
50 forks
Language: Python
last commit: over 5 years ago
Linked from 1 awesome list
autonomous-drivingbenchmarkcvpr2018dbnetdriving-behaviorpoint-cloudsteering-wheelvehicle-speed
ly0n/awesome-robotic-toolingRelated projects:
| Repository | Description | Stars |
|---|---|---|
 pxiangwu/motionnet | Develops accurate perception and motion prediction models for autonomous vehicles based on 2D maps | 169 |
 bjoux2/deepdtis_dbn | A Python framework for deep learning-based drug-target interaction prediction using a DBN architecture. | 48 |
 marvinteichmann/multinet | An autonomous driving system that performs real-time road segmentation, car detection, and street classification using deep learning models. | 548 |
 epan-utbm/utbm_robocar_dataset | A comprehensive dataset and implementation of multiple state-of-the-art methods for autonomous driving using lidar sensors. | 222 |
 chauvinsimon/my_bibliography_for_research_on_autonomous_driving | A personal collection of notes on decision-making techniques for autonomous driving research | 443 |
 vcciv/blvd | A large-scale 5D semantics benchmark for autonomous driving | 170 |
 bradyz/2020_carla_challenge | A set of data and tools for training autonomous driving agents using the CARLA simulator | 181 |
 kendricktan/suiron | A machine learning framework for predicting the behavior of remote-controlled cars | 705 |
 ankur-rc/autodrive_ddpg | Reinforcement learning-based autonomous driving system | 11 |
 songtianyi/go-mxnet-predictor | A Go library providing a direct interface to MXNet's C API for deep learning inference | 55 |
 vonfeng/deepmove | A PyTorch-based implementation of a predictive model for human mobility patterns using attention mechanisms and recurrent neural networks. | 144 |
 nrhinehart/precog_carla_dataset | Provides tools and datasets for simulating driving scenarios with deep imitation learning | 41 |
 dotchen/learningbycheating | An implementation of an imitation learning approach to drive autonomous vehicles using waypoint prediction and CARLA simulation. | 309 |
 bitsauce/carla-ppo | A custom PPO agent for autonomous driving in CARLA. | 228 |
 hofbi/mv-roi | A tool for annotating and labeling data for autonomous driving applications using semi-supervised machine learning | 1 |