AUTOMATED VEHICLE IDENTIFICATIONAND SLOT MANAGEMENT SYSTEM USING ESP32
Assistant Professor.Mr.T.Yaswanth, M. Likitha Reddy(mallireddylikitha@gmail.com)
S.V.V.S.S.N.Pavan, M.VenkataDivya.
Assistant professor, Student, Student, Student
Department of Electrical and Electronics Engineering, Seshadri Rao Gudlavalleru Engineering College Gudlavalleru, India
Abstract: T h i s p a p e r p r e s e n t s t h e d e s i g n a n d i m p l e m e n t a t i o n o f a n i n t e l l i g e n t p a r k i n g m a n a g e m e n t s y s t e m t h a t i n t e g r a t e s a d v a n c e d c o m p u t e r v i s i o n t e c h n i q u e s w i t h I n t e r n e t o f T h i n g s ( I o T ) t e c h n o l o g y t o e n a b l e e f f i c i e n t v e h i c l e r e c o g n i t i o n a n d r e a l - t i m e m o n i t o r i n g o f p a r k i n g s p a c e s . T h e p r o p o s e d s y s t e m ' s m a i n g o a l s a r e t o a u t o m a t e p a r k i n g o p e r a t i o n s , r e d u c e t h e n e e d f o r h u m a n i n t e r v e n t i o n , a n d m a k e t h e m o s t o f l i m i t e d s p a c e i n b u s y u r b a n a r e a s .
T h e s y s t e m c a n u s e s e n s o r d a t a a n d m a c h i n e l e a r n i n g a l g o r i t h m s t o p r e d i c t w h e n p a r k i n g s p a c e s w i l l b e a v a i l a b l e a n d t e l l d r i v e r s w h e r e t o f i n d t h e c l o s e s t o n e s . T h i s n o t o n l y m a k e s t h e u s e r e x p e r i e n c e
b e t t e r , b u t i t a l s o h e l p s c u t d o w n o n e m i s s i o n s a n d t r a f f i c j a m s
c a u s e d b y p e o p l e l o o k i n g f o r p a r k i n g s p a c e s .
T h e Y O L O v 3 ( Y o u O n l y L o o k O n c e v e r s i o n 3 ) d e e p l e a r n i n g a l g o r i t h m i s u s e d b y t h e s y s t e m t o f i n d o b j e c t s i n r e a l t i m e s o t h a t i t c a n
c o r r e c t l y i d e n t i f y c a r s a n d r i d e r s f r o m l i v e v i d e o s t r e a m s . A n
A u t o m a t i c N u m b e r P l a t e R e c o g n i t i o n ( A N P R ) m o d u l e i s b u i l t i n t o g e t a n d p r o c e s s v e h i c l e r e g i s t r a t i o n i n f o r m a t i o n . T h i s m a k e s s e c u r i t y
e v e n b e t t e r a n d g e t s r i d o f t h e n e e d f o r m a n u a l e n t r y .
The experimental testing of the proposed system shows that it works reliably in real time, has short response times, and finds things with high accuracy. Compared to traditional parking systems, the suggested solution makes things much easier to run, requires less work from people, and makes everything work better overall. The system is perfect for use in smart cities, business parks, and college campuses because it is cheap, can grow with the needs of the user, and is made up of separate parts.
