Flutter TensorFlow lite | Basic Setup | Object Recognition | MobleNetSSD

This video shows you the basic setup an implementation of TensorFlow for Object recognition and Object Detection. I use the Camera and image stream to pass the frames through the model.

[rajasriveta]

hello jens, im not able to find the package folder from which you got the tflite model file, can you help me out

[bennguyen]

tflite 1.1.2 seems like it wouldn't work with the new flutter.. but for image classification, how is machine-learning (supervised) preferred over OpenCV? I've seen videos of OpenCV running on ESP32 and pi pico for image classification.

Any thoughts on YOLOv5?

For example, are there certain applications/data-sets where certain tools would work better than others? I've seen some nice libraries (EloquentTinyML, Node-Red tensorflow js, AI Code 101) that seem to make it easier to use TensorFlowLite for edge / Microcontrollers. Do all the tools ( Neurona, TinyML, MicroML, etc) use supervised learning? i.e. you feed it data with labels/answers (correct input and output pairs).. and the output is always in the form of Non-Linear Multi-Regression or a classification Model. None of the current microcontroller ML approaches, use unsupervised learning?

And what are the different options to port from Tensorflow/Keras/etc output to the actual c or python code that runs on the controller? everywhereml, Edge Impulse, etc? I understand Arm has "Vela" that's used to compile the Tensorflow's tflite file, to something optimized for their CPU (microNPU (helium enabled Cortex-M55/Ethos-N or U65)

Finally, what about offloading the training to the cloud? How do you setup a (AWS, linode, digitalocean, etc) server to take your real-time microcontroller data and have it infer a prediction that is sent back to the esp32, pi (zero, pico), etc?

[xtechli]

hello jens
which flutter version are you using ?

[mohammadcreations]

what will be the result if i am selecting an other image like wall, fruit means i am selecting the wrong image what will be the result?
simply i want to detect wrong image if i select

[orbitsdev]

sir what version of flutter you are using

[Minidrako]

Where can i get and try other models? No matter how much i search i always get a .tflite but not a .txt labels file

[BrightsonChimwanga-pepb]

Where did you get the packages files from?

[jepoy]

can it detect a person wearing a facemask or not?

[hardiklakhalani]

I'm confused between tflite & tflite_flutter

[mohammadcreations]

how to resolve this error ?
The plugin `tflite` uses a deprecated version of the Android embedding

[gauravgupta]

Hello Jens, Thanks for great video.... can you provide repository link?

[madman]

can some one tell me how to train the data set for this, plugin?

[ballesablanc]

A video about how to install tensorFlow package ? You could do better with some details or usefull working example. Reading documentation is faster than the video.

[usmanasad]

tflite package is depreciated. Any other way to use tflite model in flutter app

[nicolas]

Lol let me start this lin...*PUNCHES ENTER KEY

[leynardallisoncayetuna]

bad tutorial, didnt include the github link in the description.