Object detection using Tensorflow Lite C API on Android

This is the third video in the Crossplatform Tensorflow Lite series.
In this video we are integrating our object detection module, written in C++ using Tensorflow Lite C API, into an Android application. The app will open a camera and perform object detection in real-time.

[Katzensprung]

Thank you for your amazing work and the very good explanation! I found my mistake :-) This app has a great performance on my old smartphone :D You helped me so much with my master's thesis

[shubhamvadagave]

Thanks for such an excellent video.
Can we add the functionality of tracking as well here?

[redaazamoum]

Hi guys i have a question, i'm starting in Android Studio, i trained a TFLite model for detection and age&Gender estimation. The problem is that i'm doing an internship and they asked me to develop a TFLite model to try it in the existent application (They are using a CAFFE Model right now) and i don't know what to change to make it work (I know my question is not accurate but if someone could help me some it would be amazing)
Thanks.

[hyunseolhyun]

hello..can yolov4 model run using this?

[ianjamora]

Hi. I have a problem. When I run everything you've done till the 12 min mark, all files inside the cpp folder will be gone.

[VenomtheOne]

Hi, my cpp folder is completely empty when i create a new C++ prosject, and i have NDK and CMake installed on the SDK Tools. Help please.

[abdullahilyas]

Thanks alot your video helped alot.
How can I get that cropped image of detected object and give it to another model?
Thanks in advance!

[andreahernandezt]

Hi ! thank you for your video and code :) I am using your project in Android studio and it was working really well with your model. I traind my own model and converted it into tflite ( it works in the android examples from tensorflow) but in your project the app crashes with my model.

A/libc: Fatal signal 11 (SIGSEGV), code 1 (SEGV_MAPERR), fault addr 0x8 in tid 17188 (pool-3-thread-1), pid 13932 (m.example.myapp)

that's the error that i have :( do you have any idea? do you had any problem like that during your develop?

[amandukefamily]

thanks, help me, i want deploy a fresh and unfresh type fruit object application

[muhammadalifshelviano]

hi, thank you for providing this video,
can you help me?, i want deploy tflite models but in assets in android studio it says no meta data in this model, how to create meta data in android studio
thank you

[andreahernandezt]

Hi! what model are you using to detect objects?

[maahinpanchal]

Does we can do this with custom dataset ?

[eyalelbaz]

Hi,
I'm getting fatal error: 'tensorflow/lite/c/c_api.h' file not found can you help me plz?

[muharifandi]

where can i download lite files?
I have successfully created the model but can't download
'

[muchamadiqbalfauzi]

Hi, can this object detector .ccp use as a face detector?

[benchouikhamarwa]

Hello thank you for this amazing video please i want to add voice feedback how can i do ? Can you help me please 🙏

[rachanayathiraj]

please answer... is this possible in i3 11th gen laptop with gpu