Using Tensorflow lite I am trying to find a way for facial recognition (not detection) using camera given picture.
I googled everything related to this but all are detecting face.
I followed these links:
https://firebase.google.com/docs/ml-kit/android/detect-faces
https://medium.com/devnibbles/facial-recognition-with-android-1-4-5e043c264edc
Any help will be appreciated.
Thanks a lot in advance.
https://medium.com/#tomdeore/facenet-on-mobile-cb6aebe38505 may be of interest to you. You'll likely need to find the corresponding TensorFlow model and convert it over instead of using an out of the box solution
Related
I am creating a app using
google_ml_kit
to create face recognition. I have successfully implemented the face recognition using flutter(front end),node js(back end) and mongo database. now I have to create Workout Movement Counting example(dumbbell count). can anyone please let me know it is possible with google_ml_kit package. If yes, please share some tips which will helps me a lot.
Thanks in advance!!!
The ML Kit's Android vision quickstart app provides an example to do rep counting with Pose Detection. https://github.com/googlesamples/mlkit/tree/master/android/vision-quickstart
Please search for "Pose Detection" on the page linked above and see instruction about how to enable classification and counting in the demo app.
Here is the most related code: https://github.com/googlesamples/mlkit/tree/master/android/vision-quickstart/app/src/main/java/com/google/mlkit/vision/demo/java/posedetector
The implementation is in Java, but it is just algorithm, so you should be able to convert it to Dart I guess (I am not familiar with Dart personally).
#all I have implemented the dumbbell count using tflite plugin. If you need source code or support comment below.
I am beginner in android and I want to start a face feature detection program
I have already tried OpenCv but its too hard to handle. I want to know if there is any simple API that I can use
I recommend that you examine the basic article about Face Detection.
Then you can already see examples of code github. Good luck in your endeavor.
In addition, I easily found this article in Google and sample code was at the end of this article. I would recommend you to read about searching on the Internet.
I finally found what I really meant
it was the easiest and the best API for facial feature recognition and also face detection with happiness and open eyes probability
you can see here
Do somebody tried to recognize objects via Android camera? I want to write an application,which can recognize a products in a market. It can be by existing image for comparing or text detection.
I've tried to start with OpenCV, but there not a lot of useful examples.
Found SentiSight Embedded SDK.. The same problem, cannot find how it is works.
Could someone recommend a good solution?
Thanks for everyone.
i am upto recognizing the eye in an image (which is opened).The image is taken by the camera Activity in a tablet.By webservice i could connect it to postgres.But i dont know how i should consider those images to identify the eyes.when i searched i came across OpenCV but im new to it..is there any particular algorithm (name) to identify the eye..when i searched they said its possible in android with the help of opencv by simply importing some packages..but i dont know how to start and from where..can any one plz help me..Something supporting android will be helpful..
If my understanding is correct, there are few differences between the CV4Android library and the OpenCV C++ library. In addition, C++ code can be used by using the Native Development Kit for Android.
With that being said, OpenCV has a C++ tutorial that uses Cascade Classifiers to identify an individual's face and eyes and places a circle around each one of the eyes and a larger circle around the head.
The tutorial can be found here.
Edit: If you're looking for more information on the CV4Android and OpenCV C++ libraries, I'd recommend reading the reply to this question. Hope that helps.
In my application , i need to capture image(coins on table ) and then detect its edges. i got to know that OpenCV works good for this scenerio. I ported OpenCV on android, installed sample CVCamera is working fine.But i didnt find how to call generic methods ? can any one tell me how to accomplish my task using OpenCV ?
Thank u,
Srinivas
There are lots of tutorials and samples on the web devoted to edge detection with opencv. For example here you will find one which uses opencv/canny algorithm. And here you will find the opencv documentation on the topic.
I'm assuming you are using this port of opencv to Android: http://opencv.willowgarage.com/wiki/AndroidExperimental . You will find the android-experimental/opencv/android/apps/OpenCV_SAMPLE/ the sample of canny algorithm on android.