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ML/AI Split: Moving object detection - real world examples - Domina Sokol

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ML/AI Split: Moving object detection - real world examples - Domina Sokol

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Curious what Moving object detection is ? How it works ? Where could it be applied ? Good practice examples and finally;
how you could start your own project using these techniques ?

Technically speaking Moving object detection is a technique used in computer vision and image processing. Multiple consecutive frames from a video are compared by various methods to determine if any moving object is detected.

Moving objects detection has a wide range of applications like video surveillance, activity recognition, road condition monitoring, airport safety, monitoring of protection along marine border, etc.

You will certainly find out more about:

  • Extract Background in Video Input
  • Capturing the Video in 'cap' and extract 30 random frames and store the selected frames in an array
  • Calculating median and average frames, Processing a Frame
  • Studying a single frame separately (first frame)
  • Converting the Median and sample image to grayscale
  • Background Removal, Blurring, Binarizing the image
  • Countour and Boundary Boxes, Creating contours on the thresholded frame, Creating Bounding Boxes (rectangular)
  • Creating cap and getting total frame count, etc.

Ali kako sve ne bi ostalo samo na teoriji (ma kako zanimljivoj) mi smo Vam pripremili iznenađenje večeri: neki od polaznika našeg upravo završenog tečaja programiranja aplikacija za (Detekcija objekata korištenjem YOLOv8 algoritma) će demonstrirati aplikacije koje su izradili za vrijeme tečaja:
Prepoznavanje zauzetosti parking mjesta, Prepoznavanje zauzetosti vezova u marini, brojanje automobila u kružnom toku, Prepoznavanje i brojanje prolaznika na splitskoj rivi,... a sve to koristeći besplatne web kamere dostupne na internetu !

Polaznici na početku tečaja nisu ništa znali o ovoj tehnologiji, a nakon 4 tjedna znaju samostalno izraditi aplikacije koje mogu analizirati slike sa live kamera i upotrijebiti to u nekom od svojih budućih projekata.

Imat ćete priliku umrežiti se s istomišljenicima, razmijeniti ideje i iskustva te steći uvide od stručnjaka iz industrije.
U ugodnoj atmosferi PICS-a na FESB-u u večernjim satima moći ćete se družiti sa mnoštvom poznatih lica, ali i uvijek upoznati neko novo lice, a svakako čuti nešto novo u tehnološkom smislu.
Stoga se vidimo u utorak, 18.05.2023., na odličnom mjestu za networking i stjecanje novih znanja - u PICS-u na splitskom FESBU, s okupljanjem u 18:45h!

## Agenda:

## 18:45 — 19:00 Okupljanje

## 19:00 — 19:45 Predavanje

## 19:45 — … druženje uz Calypso pizze & piće

PICS venue is provided by Digitalna Dalmacija (https://ictzupanija.hr/) and of course FESB Split (www.fesb.hr) as Digitalna Dalmacija partner.
Join us at Facebook page ML/AI Split (https://web.facebook.com/pg/mlaisplit) for news on our activity & worldwide ML/AI news... & also send request to join ML/AI Split Closed Group (https://web.facebook.com/groups/mlaisplit)

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