From 9c8e5d6777f414917ce1d8da6183f949fac5a6a8 Mon Sep 17 00:00:00 2001 From: Amish Garg Date: Fri, 20 Aug 2021 16:36:39 +0530 Subject: [PATCH] add audio classification readme --- example/audio_classification/README.md | 33 ++++++++++++++++++-- example/audio_classification/audio_demo.gif | Bin 0 -> 223847 bytes 2 files changed, 31 insertions(+), 2 deletions(-) create mode 100644 example/audio_classification/audio_demo.gif diff --git a/example/audio_classification/README.md b/example/audio_classification/README.md index c4d68f1..77119db 100644 --- a/example/audio_classification/README.md +++ b/example/audio_classification/README.md @@ -1,3 +1,32 @@ -# Audio Classification Flutter App +# Real-time Audio Classification Flutter -Demonstrates the usage of TensorAudio API. +Real-time Audio Classification in flutter. It uses: + +* Interpreter API from TFLite Flutter Plugin. +* TensorAudio API from TFLite Flutter Support Library. +* [YAMNet](https://tfhub.dev/google/lite-model/yamnet/classification/tflite/1), + an audio event classification model. + +## Build and run + +### Step 1. Clone TFLite Flutter Helper repository + +Clone TFLite Flutter Helper repository to your computer to get the demo +application. + +``` +git clone https://github.com/am15h/tflite_flutter_helper +``` + +### Step 2. Run the application + +``` +cd example/audio_classification/ +flutter run +``` + +## Resources used: + +* [TensorFlow Lite](https://www.tensorflow.org/lite) +* [Audio Classification using TensorFlow Lite](https://www.tensorflow.org/lite/examples/audio_classification/overview) +* [YAMNet audio classification model](https://tfhub.dev/google/lite-model/yamnet/classification/tflite/1) diff --git a/example/audio_classification/audio_demo.gif b/example/audio_classification/audio_demo.gif new file mode 100644 index 0000000000000000000000000000000000000000..d511ef1afc4c50e2d09db02512567e6eab50c848 GIT binary patch literal 223847 zcmZ^~dpOgNv0VvX%0Dr%%L2T z=1fsjiliDza@^#w^X|PrpU>}i-}m?6+U0s(vp-&TFnc^6PwOLAM#i2E02xFA{_~|N zl00sC^2A{?qUEj~cnC;*wI&A&g8_U%|DT)ubK@8;m%HYFmAN+0=ku9s3mgttm<1MQ z0&PCP$^wtgX8>7o`K!{TZt(%WG?Etv(<@CLqcNmdG$3pUdU(c^o#6%j1beoOK?X zyS}`}TxD`r=6P$r7eyiwpUY{x1*`>JTNR49-$vI0uK&qMVBfhQ{t4|i&~XP~bGRZA zSCk2G=jVk2q4<18M@N>Hmb&i&qBNlKI#6>NB+39@-UPB;Ai`{@hzxMj0AV^HOakh! 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