Hikvision DeepinMind 2019 Test

By Rob Kilpatrick, Published on Jun 06, 2019

In 2018, Hikvision's DeepinMind AI NVR performed terribly, recognizing vehicles, animals, and other objects as humans, misclassifying demographics, completely missing humans in the scene and more issues.

free-images

Now, after a year of firmware updates, Hikvision claims significant improvements in human detection and more accurate intrusion performance.

We tested the latest firmware on the iDS9632NXI-I8/16S DeepinMind NVR we bought for our original tests to see how it performs, examining:

  • False alert performance: What did and did not cause false alerts?
  • Intrusion detection accuracy: Did it miss valid people or vehicles in the scene in multiple conditions?
  • Ease of setup: How difficult or time-consuming was setup and optimization?
  • Vs. competitive analytics: How did DeepinView compare to Avigilon's self-learning camera analytic cameras?

*******

***** ** * ***** of ******* *** ********* thousands ** ******, *** DeepinMind *** *** **** positives:

  • ** ****** **********:** ****** *******/******* ** vehicles ******* ******* *** scene **** ****** ****** a ***** ** ******* in ******* ********** ********* day, *****, *** ***** rain.
  • ** ****** ** *******:********** *** *** ***** on *** ******* ** our *****, ********* ******* wires, ********, ** ***** objects.
  • ** ****** ** ******* brush:******* *****/******** *** ******* by ********** ********** *******, a ****** ****** ** false ****** ** ********* *********.

*******, **** ******** ***** suffered **** ******** ****** seen ** *** ******** tests ** **********, *********:

  • **** ** **** ******** alerts:***** ******** ******* **** camera ***** ********* ****** during ***** **** *****, light ** *****. ****** were *** ********* ** raindrops **********, **** ********* on *** ****.
  • *********** ******* ******:*********** ** ****** *** outdoor *****/********** ** ***-****** vehicles ***** ********* ***** positives.
  • ************* ****** *** ********:****** *******, ********** ************ misidentified ****** ** ******** and **** *****.
  • *****/***** ******* ******* ****** alert:******* ****** ** ***** alerts *** ***** *** large ******* ******* ******* the *****, *** ****** would ******** ** ********** as * *****.

**** **** ** ********* to ****** **** ******** as ********* ** ********* technical *******, **** ** threshold (******* **** ****** is ** *****) *** minimum *** ******* **** settings, *** ******* ** these ******* ******** * material ****** ** ***** alerts.

Vs. ********* ********* ********* / ****** ***

******* *** *********** ***** alert ******, ********** ***** outperforms *********'* ******* **-******/*** intrusion ********* ********* (*** *** ****), ***** ********** ******* on ******** *******, **** as *****, *******, *******, light *******, *** **** specs ** **** ** some *****. ** ***** where ******* *** **** will *** ** ******, such ** ******** ************, DeepinMind *** ******* ******** detection ***** ******** ********* may ***.

************, ******** ** ******** VMD, *********** ** *********** better, ** **** ****** side *** ***** ****** alarm ** *** ***** change, ********* *** *** limited ** *** ****** false ***** ******* *****, without ************** ******* ******, vehicles, ** ***** *******.

Vs. ********* **********

** *** *****,*********'* ************** ******** ******** ****** offered ****** ***** ***** performance **** *** ********** NVR, ******** ****** **** rain ** ******** ** shadows *** *****. ************, false ****** **** ***** sources **** **** ******** in *** ********** ******.

**** *********** ********** ** likely *** ** ********** used, ** *** ********** NVR **** * ******, older ********** **** ******** chip *** *** ********, while ********** ******* *** a **** ******** **** for * ****** ******* of *****.

Vs. ******** ****-******** *********

** *** *****, ********** was ********* ********* ** false ***** ******* ***** Avigilon's ** ****-******** ******** cameras ********. ** *** tests, ** ******** ****** in *** **** ****** was *** ********* ** any ******* ****** ******* days ** *******, *** light *******, *******, *******, etc.

Little ********** ** ****** ***********

** *** *****, *** DeepinMind *** ********** ********* regardless ** **** ****** of ********* ****** *** used *** *******. ***** were ********* **** *, 4, *, *** * series ******, **** *********** effectively ******* ******* ****.

Updated ******** ******

**** **** *** ********* using *** ******** ******* of ********** *** ********. However, ******* ** ***** America, ********* *** ******** a****** ********** ** *** DeepinMind *** ******(***** *** **** **** numbers **** * * suffix).

** ***** ********* ***** performance *********** ******* *** first *** ****** ***********, as **** ** ************ of * ******, ** which **** *********:

********* *** *** *** generation, ** *** ******* accuracy ******* ** ***** of ******** **** *** generation ****** ************** ****** rather **** ***** ******...*** 2nd ********** *******, ** plan ** ***** **** in ****** ** *********.

Simple *************

************* ** ********** ** simple, **** ********* ***** to ** ******* ** the *** ****** ***** settings *** "****** ***** Smart ********" ******* ** the ********* ******* ** the ***.

***** ******** **** ** threshold (**** ** ****** in *****) *** *********** can ** ******* *** did *** **** ** impact ** ********* ** our *****.

Rejected ***** ****** ** ***** *** *******

********** *** *** ***** on ******* *****/***** ** the ***** ** **** during *******, **** ** the ***** ** *** left *** ***** *****, one ** *** **** common ***** ****** ** previous ********* *****. ************, shadows **** *****, *****, or ***** ******* **** rejected, * ****** ****** which ********* ***** ********* in **** *****. **** are ***** ***** ******* in *** ****.

No-Alarms-On-Blowing-Branches,-Foliage,-or-Shadows

False ****** ** ****

********** *** ******* ****** with **** ** ******** on *** **** *** heavy ****, ** ***** that******** ****-******** *********,***** ***, *** ************** **************** *** *** ****.

Rain-On-Dome-Causes-False-Alerts

** ******** ** **** on *** ****, *********** in ******* ** *** ground **** ***** **** would ***** ***** ******.

Reflections In Rain Cause False Alerts

False ****** ** ***********

*** ********** ****** **** had ****** ***** ****** on *********** ** ******* of ****.

Reflections-In-Nonmoving-Vehicles-Cause-False-Alerts

False ****** ** *******

*******, ** *** *****, large ******* **** ******** as ****** ** ******** scenes. *** *******, *** dog ***** ******** *********, appearing ** * ******.

Large-Animals-Detected-As-Human

************, ***** ******* ********* triggered ******. *** *******, the **** ***** *** detected ** ***** ******** times ** *** ****.

Small-Animals-Detected-As-Human

Alerts ** ***** *******

*******, ***** ****** **** generated ** ***** ****** in *** ***** ******* changing, **** ** *** sun ****** ****** ******, causing *** ***** ** darken, *****.

Passing-Cloud-Trigger-False-Alert-Due-To-Light-Change

Vehicles ******** ** ****** / **** *****

****** *** ***** ** tested **********, ******** ********** of ****** ********** ** vehicles ** ******** ********** as ****** **** ****.

*** *******, *** ****** walking ******* *** ***** below ** ********** ** a *******. *** ******'* perceived ********** *** ** seen ** *** **** of *** ******** ***, much ***** **** *** person *******.

Human-Detected-As-Vehicle

*********, *** ***** ***** was ************* ** * person ** *** ***, though *** ****** ***** and **** ** ******* different **** * ******.

Vehicle-Detected-As-Human

No ****** ****** ** ******* ******

****** *** *****, ** saw ** ********* ** DeepinMind ******* ****** ******* or ******* ******* *** scene, *** *** ** miss ******** ******* ******* the **** ** ********.

No-Missed-Person-Alerts-During-Day

*** *** *** *** miss ******* **** ******* in ***** ****, *****:

No-Missed-Person-Alerts-During-Night_Heavy-Rain

Demographic **** *******

******** ********/**** ******** ******* demographic **** ***** *** people ********, **** ** age, ******, *** ******* they *** ******* * backpack ** *******.

*******, **** *********** ** no ****** ********** ***** current ******** (**.*.** ***** 181028) *** **** ******** (v2.8.2.2).

Demographics Removed In New Versions

Version ****

*** ********* ******** **** used ****** *******:

  • ********* ***-*******-**/***: **.*.** ***** 181028

Comments (9)

Undisclosed Integrator #1

06/06/19 07:03pm

***** ******!  * **** you *** **** *** a ****** ** **** out ***** *** ** spectrum ******* **** ***** analytics.  * **** ** real ******* *** *** thermal ******* ********* **** in *********** **** *** optical.

***** ******.

Gary Gibson

06/07/19 12:50am

*** ******* **** *****'* work. **** *** ****:

*****://***.*********.***/**/********/*******-*****-********/**********-******/**********-**-******/***-*******-**/***

Avatar

Rob Kilpatrick

IPVM | IPVMU Certified | In reply to Gary Gibson | 06/07/19 04:01pm

****, ****** *** ******** that ** ** *********, the **** ****** ** working ***.

Undisclosed #2

IPVMU Certified | 06/08/19 06:51pm

******** ********/**** ******** ******* demographic **** ***** *** people ********, **** ** age, ******, *** ******* they *** ******* * backpack ** *******.

*** ***, ** ***** have **** *********** ** see *** *********** **** it **** ** **** on *** **** *** the *****...

Avatar

Ahmet Deveci

CCTV Aware | 06/10/19 07:59pm

*'* *** ** *** a ******** ****** ***** the ********** ***** ** products, ***** ** * shame ****** **** **** is ******** ** ** Hikvision's ****** ** ***** alert ************. *** ***** above ***** **-**** **** been ******* *** ** their ***** ***** ****** and *** **** *** amount ** ***** ****** triggered!

John Honovich

IPVM | In reply to Ahmet Deveci | 06/10/19 08:02pm

*****, **** ** *******, as ** ********* ** the ******,********** ********* ****** **** ********** and ********** ***** ********* much ****** **** *** conventional ****** /*** *********.

Avatar

Ahmet Deveci

CCTV Aware | In reply to John Honovich | 06/10/19 08:07pm

****, *** **** *** look ** * ******* like ******* *** *******, the ******* ** ****** a *****, *** ** animal ** ******** ***** single ****. ** **** the ***** ** ***** 'CCTV' ************* ** *****, hence ** **************.

John Honovich

IPVM | In reply to Ahmet Deveci | 06/10/19 08:11pm

** ***** **** ** generally ** *** **** - *.*., '********' ********* beating '****' ************* - ******** ** ****** ********* Shootout - ****, ****** / ****, ****** / Ring, ********* / *****

****** ****** ******* **** and **** *** * years ***, ** * ****** speak *** ****. *********, though, ******** ******* **** cloud ************ **** *** advantage ** ***** ***** false ***** ********* ***** has ****** **** (*.*., sent * ********* ***** to *** ***** ***** and *** * ***** / **** ******** ** validate).

Avatar

Ahmet Deveci

CCTV Aware | In reply to John Honovich | 06/10/19 08:14pm

****** *** ****, **** informative.

Read this IPVM report for free.

This article is part of IPVM's 6,592 reports, 889 tests and is only available to members. To get a one-time preview of our work, enter your work email to access the full article.

Already a member? Login here | Join now

Related Reports

Uniview Deep Learning Camera Tested on Jul 14, 2020
Uniview's intrusion analytics have performed poorly in our shootouts. Now,...
Injes Tiny Temperature Terminal Tested on Jul 17, 2020
While temperature terminals have trended bigger, the Injes DFace801 is...
K3 Pro Wall Mounted IR Gun Tested on Aug 28, 2020
The original K3 model was lacking in features that the K7 model had and was...
K7 Wall Mounted IR Temp Gun Tested on Jun 26, 2020
The original K3 model was missing a number of important features but the...
Avigilon Face Mask Detection Tested on Jun 24, 2020
Face mask detection or, more specifically not wearing a face mask, is an...
Hanwha AI Analytics Camera Tested on Aug 11, 2020
Hanwha has released their Wisenet P AI camera, adding person and vehicle...
Dahua, Hikvision, ZKTeco Face Mask Detection Shootout on Jun 19, 2020
Temperature tablets with face mask detection are one of the hottest trends in...
US Startup Fever Inspect Examined on Aug 03, 2020
Undoubtedly late to fever cameras, this US company, Fever Inspect, led by a...
FaceFirst Problems And Layoff on Oct 01, 2020
FaceFirst, a US company and one of the oldest ongoing facial recognition...
Faulty Hikvision Fever Cam Setup at Mexico City Basilica and Cathedral on Oct 14, 2020
Donated Hikvision fever cameras (claiming screening of 1,800 people/min. with...
Clinton Public View Monitor (PVM) Mask Detection Tested on Jul 09, 2020
Face mask detection, or more specifically not wearing one, is expanding...
K3 Wall Mounted IR Temperature Gun Tested on Jun 12, 2020
Is this the solution to not spending thousands of dollars on fever...
TVT Temperature Measurement Terminal Tested on Jul 23, 2020
While Dahua and Hikvision get the most attention for China temp products,...
YOLOv5 Released Amidst Controversy on Jul 27, 2020
YOLO has gained significant attention within video surveillance for its...
FLIR Screen-EST Screening Software Tested on Jun 30, 2020
In our FLIR A Series Test, the cameras' biggest drawback was their lack of...

Recent Reports

ISC Brasil Digital Experience 2020 Report on Oct 23, 2020
ISC Brasil 2020 rebranded itself to ISC Digital Experience and, like its...
Top Video Surveillance Service Call Problems 2020 on Oct 23, 2020
3 primary and 4 secondary issues stood out as causing the most problems when...
GDPR Impact On Temperature / Fever Screening Explained on Oct 22, 2020
What impact does GDPR have on temperature screening? Do you risk a GDPR fine...
Security And Safety Things (S&ST) Tested on Oct 22, 2020
S&ST, a Bosch spinout, is spending tens of millions of dollars aiming to...
Nokia Fever Screening Claims To "Advance Fight Against COVID-19" on Oct 22, 2020
First IBM, then briefly Clorox, and now Nokia becomes the latest Fortune 500...
Deceptive Meridian Temperature Tablets Endanger Public Safety on Oct 21, 2020
IPVM's testing of and investigation into Meridian Kiosk's temperature...
Honeywell 30 Series and Vivotek NVRs Tested on Oct 21, 2020
The NDAA ban has driven many users to look for low-cost NVRs not made by...
Ubiquiti Access Control Tested on Oct 21, 2020
Ubiquiti has become one of the most widely used wireless and switch providers...
Avigilon Aggressive Trade-In Program Takes Aim At Competitors on Oct 20, 2020
Avigilon has launched one of the most aggressive trade-in programs the video...
Mexico Video Surveillance Market Overview 2020 on Oct 20, 2020
Despite being neighbors, there are key differences between the U.S. and...
Dahua Revenue Grows But Profits Down, Cause Unclear on Oct 20, 2020
While Dahua's overall revenue was up more than 12% in Q3 2020, a significant...
Illegal Hikvision Fever Screening Touted In Australia, Government Investigating, Temperature References Deleted on Oct 20, 2020
The Australian government told IPVM that they are investigating a Hikvision...
Panasonic Presents i-PRO Cameras and Video Analytics on Oct 19, 2020
Panasonic i-PRO presented its X-Series cameras and AI video analytics at the...
Augmented Reality (AR) Cameras From Hikvision and Dahua Examined on Oct 19, 2020
Hikvision, Dahua, and other China companies are marketing augmented reality...
18 TB Video Surveillance Drives (WD and Seagate) on Oct 19, 2020
Both Seagate and Western Digital recently announced 18TB hard drives...