For example, in-vehicle verbal auditory messages can anticipate relevant traffic information, as they can be presented before the text and pictograms on a VMS are actually visible or, even, when they are not fully visible (e.g., due to adverse weather conditions or VMS malfunctioning). In ...
and disparate sampling frequencies lead to spatial and temporal misalignment in data from LiDAR and cameras. Additionally, the integrity of LiDAR and camera data is often compromised by adverse environmental conditions such as inclement weather, leading to occlusions and noise interference. To address th...
However, most of the data on self-driving cars' safety have been recorded often in good weather and on highways, where the most important tasks are staying in the car's own lane and not getting too close to the vehicle ahead. Automated cars are good at those tasks, but so are humans....
All road tests were conducted by the same professional examiner during daylight hours, satisfactory weather conditions, and light to moderate urban traffic. The driving examiner had over 35 years of experience conducting examinations and providing driving instruction to individuals of all ages in the ...
clear_weather_data: contains only ClearNoon weather. This dataset is used for the experiments described in the paper and generalization to new town results shown in the video. 14_weathers_data: contains 14 preset weather conditions mentioned in leaderboard/team_code/auto_pilot.py. This dataset ...
the driver holds in his/her hands the possibility of significantly improving car fuel efficiency. Stopping and starting, unnecessary acceleration, frequent lane changes, driving too fast for the weather conditions, not anticipating turns or changes in traffic patterns these and many other factors may ...
Machine learning can program a car to handle the majority of driving conditions it’s likely to face, but it cannot account for the infinite permutations of potential traffic and weather patterns. Evans often speaks about “edge cases” that are near impossible to program. Human drivers possess ...
Ranging from icy forest trails in Sweden to the wet and dirt-filled roads of the Welsh countryside, the tracks feature hairpin bends and sharp corners, asphalt roads and loose gravel, and weather including rain, snow, and fog. To combat this, drivers can fine-tune their ...
photos will be framed by a ring of safari vehicles. If you go during this season be sure to book well in advance (several months or more). During the wet season, wildlife spreads out over the savannah, making it harder to find and the weather can get quite hot. However, crowds thin ...
Rain Rendering for Evaluating and Improving Robustness to Bad Weather. Int. J. Comput. Vis. 2021, 129, 341–360. [Google Scholar] [CrossRef] Chen, G.; Huang, V. Ensemble Reinforcement Learning in Continuous Spaces—A Hierarchical Multi-Step Approach for Policy Training. In Proceedings of ...