Skip to content

Commit

Permalink
Update README.md
Browse files Browse the repository at this point in the history
  • Loading branch information
bharathsudharsan authored Jul 23, 2022
1 parent 0535f2b commit 9725603
Showing 1 changed file with 1 addition and 1 deletion.
2 changes: 1 addition & 1 deletion COVID-away CNNs/README.md
Original file line number Diff line number Diff line change
Expand Up @@ -13,7 +13,7 @@ The COVID-away CNNs, once deployed on smartwatches, can instantly warn the users
- The first model, "COVID-away_CNN_Acc.h5" requires only Accelerometer data (Acc = 39 features) to detect hand-to-face movement.
- The second model, "COVID-away_CNN_Acc+Gyro.h5" was trained using additional Gyroscope data (Acc+Gyro = 78 features), hence requiring real-time data from two sensors for hand-to-face movement detection.

In order to produce a smartwatch friendly version of the above models, we optimize the CNNs by quantizing both its weights & activations to INT-8. The latency & size optimized versions of above models are:
In order to produce a smartwatch friendly version of the above models, we optimize the CNNs by quantizing both its weights & activations to INT-8. The latency and size optimized versions of above models are:

- COVID-away_CNN_Acc_tflite_quantized.tflite
- COVID-away_CNN_Acc+Gyro_tflite_quantized.tflite

0 comments on commit 9725603

Please sign in to comment.