YOLOv5 Released Amidst Controversy

By: Zach Segal, Published on Jul 27, 2020

YOLO has gained significant attention within video surveillance for its promise of better, faster video analytics. However, 2020 has proven to be controversial for the platform.

IPVM Image

Inside this report, we:

  • Explain what happened to the Original Team Including XNOR.ai
  • Describe the Future of YOLO Development
  • YOLOv5 Controversy
  • YOLOv5 vs YOLOv4 vs YOLOv3
  • Real-World Impact

**** *** ****** *********** attention ****** ***** ************ for *** ******* ** better, ****** ***** *********. However, **** *** ****** to ** ************* *** the ********.

IPVM Image

****** **** ******, **:

  • ******* **** ******** ** the ******** **** ********* XNOR.ai
  • ******** *** ****** ** YOLO ***********
  • ****** ***********
  • ****** ** ****** ** YOLOv3
  • ****-***** ******

[***************]

Executive *******:

** ****, ****** *******, along **** *** ******* and * *** ******, released ****** (*** **** Look **** ******* *), a ***** ****** ********* algorithm **** *** **** and ********. ****, ***** releasing ******** * *** 3,********** *** ******** **** privacy ***************.**, ***** *** ******* by *** ***** ******* of *** ******** **** team, *********** ** ************* ********* Apple, ******* *** ***** of **** ** ****.

****, ****** *********** **************, ***** *** ************ improvements **** **, *** was ****** ********* ** the **** **** ** the **** ******* ************ *** ******** ** large.****, **** ***** ******/*********** released******, ** *** ********* controversial ******* *** ************ were ** **** ** use (*** ******** ** speed) **** **** (********* Bochovskiy) ******* ** ** nothing **** **** * tweaked ******* ** ******. Also, ****** *** ******** versions, ***** *** ** paper ******** ** ** (so ***** *** ** peer-review *******) *** ** was ********* **** ***** to * ******* *******. Regardless, ****** ***/** ****** have *** ********* ** make ****-**** ****** ********* more ************ ********.

What ** ****

**** ** *** **** Look **** ****** *** a ***** ** ****** detection ********** **** *** to ** ****** ********* accurately *** ***********. **** introduced *** **** ** using *** ****** ******* for ******** *** *** class **********, ******* * two-step ******* **** *** piece, ******** ****** ************. They **** ***** ********** in**** ** * ******** student,****** ******, *** **** garnered **** ** *********. He ******** *** **** updated ********, ****** *** YOLOv3; ****** ****** *** research *** ******* *** industry.

Why ******* **** ****

******* *****'******** ************ *** ******* concerns' ** ******* ** stopped:

IPVM Image

XNOR.ai ** *****

*** **** ** *** original **** **** ******* XNOR.ai,***** *** ****** ** Apple *** $*** *********** ****. *** ** Apple’s ******* ***** ** privacy *** ***-**-*** ********, its ****** *&* **** probably *** ** *********. Indeed, ****.** ********** **** and ******* ******** *** analytics ** ***** *********.

The ***** ** **** *****

**** **** **** *** seen *** *** ***** create***************. *******, ***** ****** Bochkovskiy’s ****** *********************** ********* ******** ******, ***** *** ******************* ***** ******/**********’* ******.

The ***********

****** ** *** ****** an *********** **** ******. YOLOv5 ** ****** *** less ******** **** ******, but **** **** ********. Specifically, ****** ******** **** versions **** ******** *******, YOLOv5 **** ******** ** PyTorch, * ****** **** deep ******** *********.

**** ********* ***** ******* why ** ** ***** used ************ **************** (******* **** ******* contests).

IPVM Image

****, ****** ******** ******, ****** was ******** *********-********* ** a ******* *******, ******* a ****-******** ***** ******** to **. **** ***** the ****** **** ****** made **** *** ******, there ** ********* **** when *** **** ******* will ** **** *** what **** **** **** like, *** ** *** be **** ** * PR **** ******* ** an ******* ** ******* computer ******.

Improvements ******* ** *** **

****** *** *********** ************ over ******** ***** ** ***** and ********. ** *** MS **** ****** ********* dataset, ** ** *** YOLOv4 ******** ~**% ****** AP50 (~** **. ~**) than ******.

IPVM Image

YOLOv4 *****

*********** ***** *** ******, ********* *** **** accurate *** ******* ******* are ******.**% **** **** ~** fps ** ** ****** 1080Ti (~$***).

** ********, ******-**** *** significantly ******* **** ** 40.2% ***** **** **** 8x ******** ** *** at ~*** *** **** the **** **** **(~$***).

IPVM Image

Potential ***** ************ ************

**** *** **** *** years, * ****** ** video ************ ********* **** used ** ******* ********** of **** ** *** in ********** ***** *********. While **** ******** ***** on ** ********** (******* **** ********), *** *********** *** video ************ ************ *** be ******* ********* *********** categories **** ***** ************ users *** ** **** interested (*.*., *** * categories ** *******).

** **** ***, ********** of ****** ***** ******* further ************ *** ***** surveillance *** *** ******* over *** **** **** within **** *** ****** the ********* *** ****** gains **** **** ********.

Comments (4)

Greg Nuckles

IPVMU Certified | 07/28/20 04:26pm

**** ****!

Zach Segal

In reply to Greg Nuckles | 07/28/20 04:54pm

***** ***

Avatar

Igor Falomkin

AxxonSoft | 07/28/20 04:53pm

** (*********) **** ***** YOLO4 *** *** ****** detection ** ********* ********** and ******** ** **** Mobilenet ** *** ********. All ***** ******** **** trained ** *** *** and ****** ** *** same **** **** **** CCTV ******. ********* (********* false ********* ****) *** nearly *** **** *** all ********, ****** (********* detection ****) ** ****** the **** *** ***** and ********, *** **** are **** ****** **** Mobilenet. ******** ** ****** 3 ***** "******" **** Mobilenet, ***** ** ** times ****** **** *********. As * ****** ** decided **** *** *** goals ******** ** ****** than *****. ** ***** is *** *** **** choice *** ****.

Zach Segal

In reply to Igor Falomkin | 07/28/20 05:04pm

***** *** *** ******** this **. **'* ***** to **** **** ********** have **** **** *** in ******** *** ***** and *** **** **** picked.

Login to read this IPVM report.

Related Reports

AndroVideo Presents Edge AI Face Recognition Cameras on Jun 26, 2020
AndroVideo presented its AI at the edge face recognition cameras at the May...
Video Surveillance History on May 06, 2020
The video surveillance market has changed significantly since 2000, going...
Directory of 95 Video Surveillance Startups on May 20, 2020
This directory provides a list of video surveillance startups to help you see...
Startup Videoloft Presents Cloud Storage on May 27, 2020
Videoloft presented offsite cloud storage at the May 2020 IPVM Startups...
JCI "Fever Camera" Partners With China TVT on May 19, 2020
Johnson Controls (JCI) is the next big player to get into the 'fever camera'...
HID Presents Signo on Apr 23, 2020
HID Global presented their new Signo readers they claim read farther and...
Favorite Video Analytic Manufacturers 2020 on Feb 25, 2020
Video analytics is now as hot as ever, driven by the excitement of advancing...
Remote Network Access for Video Surveillance Guide on Jul 27, 2020
Remotely accessing surveillance systems is key in 2020, with more and more...
Vivotek Presents AI Analytics and LPR on May 19, 2020
Vivotek presented its AI Analytics and LPR at the April 2020 IPVM New...
Video Surveillance 101 Book Released on Jul 07, 2020
IPVM's unique introduction to video surveillance series is now available as a...
Oyla Presents Low-Cost 3D LIDAR Alternative Camera on Jun 23, 2020
Oyla presented its low-cost LIDAR alternative camera at the May 2020 IPVM...
OpenEye Presents Cloud Integration For Remote Alarm Monitoring on Apr 29, 2020
OpenEye presented its cloud-to-cloud integrations designed for remote alarm...
Axxon Presents VMS 4.4 and AI Behavior Analytics on May 20, 2020
AxxonSoft presented its VMS 4.4 and AI behavior analytics at the April 2020...
Camio Presents Coronavirus Social Distancing Analytics on Apr 20, 2020
Camio presented its social distancing analytics for responding to coronavirus...
Indoor Robotics Presents Tando Aerial Drones on May 20, 2020
Indoor Robotics presented Tando indoor autonomous drones at the May 2020 IPVM...

Recent Reports

Indian Government Restricts PRC Manufacturers From Public Projects on Aug 04, 2020
In a move that mirrors the U.S. government’s ban on Dahua and Hikvision...
Directory of 199 "Fever" Camera Suppliers on Aug 04, 2020
This directory provides a list of "Fever" scanning thermal camera providers...
Face Masks Increase Face Recognition Errors Says NIST on Aug 04, 2020
COVID-19 has led to widespread facemask use, which as IPVM testing has shown...
Dahua Loses Australian Medical Device Approval on Aug 04, 2020
Dahua has cancelled its medical device registration after "discussions" with...
Google Invests in ADT, ADT Stock Soars on Aug 03, 2020
Google has announced a $450 million investment in the Florida-based security...
US Startup Fever Inspect Examined on Aug 03, 2020
Undoubtedly late to fever cameras, this US company, Fever Inspect, led by a...
Motorola Solutions Acquires Pelco on Aug 03, 2020
Motorola Solutions has acquired Pelco, pledging to bring blue back and make...
False: Verkada: "If You Want To Remote View Your Cameras You Need To Punch Holes In Your Firewall" on Jul 31, 2020
Verkada falsely declared to “3,000+ customers”, “300 school districts”, and...
US GSA Explains NDAA 889 Part B Blacklisting on Jul 31, 2020
With the 'Blacklist Clause' going into effect August 13 that bans the US...
Access Control Online Show July 2020 - On-Demand Recording of 45+ Manufacturers Presentations on Jul 30, 2020
The show featured 48 Access Control presentations, all now recorded and...
Face Detection Shootout - Dahua, Hanwha, Hikvision, Uniview, Vivotek on Jul 30, 2020
Face detection analytics are available from a number of manufactures...
Sunell is The First China Manufacturer to Market NDAA Compliance on Jul 30, 2020
Most China manufacturers are going to be impacted by the NDAA 'Blacklist...
Ink Labs Relabels China YCX Fever Camera And Steals Dahua's Marketing on Jul 30, 2020
A US company marketed a 'thermal temperature scanner' as its own, selling...
Genetec and Dahua-Backed Intelbras Split Examined on Jul 29, 2020
China is the cause of the breakup between Canada's and Brazil's largest video...
This YouTuber is Now Selling ThermoHealth Temperature Screening on Jul 29, 2020
An enterprising 20-year old is mass marketing medical devices on Facebook and...