simulator
Towards-Explainable-AI-System-for-Traffic-Sign-Recognition-and-Deployment-in-a-Simulated-Environment
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| simulator | Towards-Explainable-AI-System-for-Traffic-Sign-Recognition-and-Deployment-in-a-Simulated-Environment | |
|---|---|---|
| 4 | 2 | |
| 2,196 | 45 | |
| 0.8% | - | |
| 0.0 | 0.0 | |
| about 1 year ago | almost 3 years ago | |
| C# | C# | |
| GNU General Public License v3.0 or later | MIT License |
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simulator
- LG will no longer support LGSVL Simulator -- will not open source WISE web Interface
- LG Ends Support for Lgsvl Simulator
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Is it possible to train a self driving car on google colab?
I've been trying for a while now and I started thinking it may not be possible. If anyone has managed to train a self-driving car simulator using openai gym on google colab(preferably), or on any remote server (AWS, GCP, ...) please let me know. So far, I tried carla, airsim, svl, deepdrive and they are all equally useless unless run locally with a gui. I'd really appreciate if someone suggests some way that actually can make it possible.
- *Bonk Bonk*
Towards-Explainable-AI-System-for-Traffic-Sign-Recognition-and-Deployment-in-a-Simulated-Environment
- Simulation based Traffic Sign Recognition Benchmark - A simulation framework developed for training autonomous-driving systems for traffic sign recognition
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Simulation-based Traffic Sign Recognition Benchmark (STSRB)
Check out the GitHub link for more information: https://github.com/alen-smajic/Towards-Explainable-AI-System-for-Traffic-Sign-Recognition-and-Deployment-in-a-Simulated-Environment
What are some alternatives?
carla - Open-source simulator for autonomous driving research.
flowframes - Flowframes Windows GUI for video interpolation using DAIN (NCNN) or RIFE (CUDA/NCNN)
deepdrive - Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving
OpenSeeFace - Robust realtime face and facial landmark tracking on CPU with Unity integration
MissionPlanner - Mission Planner Ground Control Station for ArduPilot (c# .net)
Alturos.Yolo - C# Yolo Darknet Wrapper (real-time object detection)
AirSim - Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
com.unity.perception - Perception toolkit for sim2real training and validation in Unity
InjectFix - InjectFix is a hot-fix solution library for Unity
ailab - Experience, Learn and Code the latest breakthrough innovations with Microsoft AI
UniTask - Provides an efficient allocation free async/await integration for Unity.
Real-time-Object-Detection-for-Autonomous-Driving-using-Deep-Learning - My Computer Vision project from my Computer Vision Course (Fall 2020) at Goethe University Frankfurt, Germany. Performance comparison between state-of-the-art Object Detection algorithms YOLO and Faster R-CNN based on the Berkeley DeepDrive (BDD100K) Dataset.