SODA10M dataset instance distribution.

SODA10M dataset instance distribution.

<div><p>Target detection is an essential direction in artificial intelligence development, and it is a crucial step in realizing environmental awareness for intelligent vehicles and advanced driver assistance systems. However, the current target detection algorithms applied to complex re...

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Bibliographic Details
Main Author: Yuhang Liu (507131) (author)
Other Authors: Huibo Zhou (21387594) (author), Ming Zhao (48501) (author)
Published: 2025
Subjects:
Biochemistry
Biotechnology
Space Science
Biological Sciences not elsewhere classified
Information Systems not elsewhere classified
value reaches 75
soda 10m dataset
realizing environmental awareness
life scenarios still
feature expression ability
different road scenarios
attention mechanism module
artificial intelligence development
time detection capability
realize adequate detection
model &# 8217
mean average precision
detector &# 8217
time target detection
target detection based
faster target detection
complex traffic scenes
balanced computational efficiency
target detector
complex scenes
model improves
computational speed
thus accomplishing
intractable problems
intelligent vehicles
essential direction
deformable convolution
crucial step
complex real
average accuracy
advanced modules
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