Object detection on Netcams using TensorFlow

[gernrene]

This is the best video on YouTube! A great application for TensorFlow and a very hands-on approach. I just subscribed and maybe you post updates about this project.

[kekagiso]

Very interesting, I can definitely see a commercial application for this object detection

[derliferreira]

Awesome! The network was trained with pictures of objects taken from any angle.
You could improve yours by training it with pictures taken from cameras pointing in the same angle than the final camera that's going to monitor your place.

[AntonySimkin]

Awesome clip man! Very clear, well explained. Good job!

[kolberda]

Bruce - Really nice work. Thanks for sharing!

[micronurd]

Awsome! Def have to start playing with tensor flow. I use motion but have the same wind/leafs/clouds/spiders "problem". So many times i have to scroll through a 6min video of one day with just shadows or a sudden gust of wind, lol. Bad weather or lightning is also interesting, where it could look like an atomic explosion or some ufo ;)
Usually other tensorflow examples contain lots of math which make my head explode. This looks do-able and i don't mind the occasional elephant sighting ;) Thanks for sharing!

[gdub]

Great set up. You're a brainiac and your place is beautiful.

[thecandel]

Very nice clip. Thanks very much! I am from Jordan.

[SiriusSolar]

I realize you have gone out of your way to share. Thank you for putting this video together.

[bandemia]

Awesome post! Completely unrelated, but-have you looked into the new "Nokia Sleep" w/ IFTTT compatibility? I think I might purchase one and see if I can figure out a way to have my morning alarm shift daily to optimize REM sleep wake-ups. Based on your scripts uou would probably do that idea more justice than I can though!

[owlsy]

Great video really appreciate the time you’ve put in to working this out looking to implement this here in uk didn’t know they did 4K reolink caneras what model number are they would be interested in some of those myself

[cryptorick]

Hey Bruce, I'm currently trying to replicate this as a project for my second year program with Northrop Grumman on my raspberry pi 4 and a reolink camera and was looking for some advice on how I should progress. I set up an ftp server in the camera's browser client and it's sending files to my pi but i'm unsure on what my next steps should be. Some guidance would be very insightful, thanks!

[zakdigital]

Thanks for sharing! Dealing with the same issue along with motion lights triggering the cameras that are triggered by prowling cats all night. Have you thought of stand alone motion detectors (radar) that can be tuned to trigger on things larger than moving leaves that would then request a snapshot?

[zakdigital]

Curious if there has been any more experimentation with movidius. Trying to come up with a lower power server to speedily process motion alerts from 4-5 4mp cameras...and the usb dongle with a mac mini seems like a good start. Just checking in.

[javadbafekr]

this is awesome,

I trained an object detection model on tensorflow, and utilizing opencv for getting frames of input video files. but tensorflow performs kind of slow, may I know what is your techniques to speed tensorflow up?

Thanks.

[CrankyCoder]

Hi Bruce, I have been doing through your videos. I am quite impressed :) Love your setup. Do you have any info on how you send the messages to your phone to talk? or is that just a dictation app running? Keep it up!! Very cool stuff

[alperzorlu]

hello dear Bruce, you can help me? How can I do rtsp stream or udp stream object detection? for tensorflow object_detection.

[cusittrading]

Is it available for buy in market if yes so please price also mention

[mohamedtouati]

how can i use tensorflow into cloab with my owndata ?

[TradieTrev]

You'd see an improvement with a Nvidia jetson.