diff --git a/README.MD b/README.MD index 775e0a63f7bcf809600b4b2737d9b6f53cec76b4..f387c0b9d7310b299b4525d5fe9dd4f78a03162b 100644 --- a/README.MD +++ b/README.MD @@ -1,3 +1,41 @@ # Auteur : Abivarman KANDIAH -# Projet embedded ML : Sign language translator \ No newline at end of file +# Projet embedded ML : Sign language translator + +# Keras model perfs + +```python +Model: "sequential" +_________________________________________________________________ + Layer (type) Output Shape Param # +================================================================= + rescaling (Rescaling) (None, 28, 28, 1) 0 + + conv2d (Conv2D) (None, 28, 28, 32) 320 + + max_pooling2d (MaxPooling2 (None, 14, 14, 32) 0 + D) + + conv2d_1 (Conv2D) (None, 14, 14, 64) 18496 + + max_pooling2d_1 (MaxPoolin (None, 7, 7, 64) 0 + g2D) + + flatten (Flatten) (None, 3136) 0 + + dropout (Dropout) (None, 3136) 0 + + dense (Dense) (None, 25) 78425 + +================================================================= +Total params: 97241 (379.85 KB) +Trainable params: 97241 (379.85 KB) +... +Epoch 14/15 +858/858 [==============================] - 9s 10ms/step - loss: 0.0095 - accuracy: 0.9972 +Epoch 15/15 +858/858 [==============================] - 9s 10ms/step - loss: 0.0083 - accuracy: 0.9973 + + +225/225 - 1s - loss: 0.4468 - accuracy: 0.9356 - 840ms/epoch - 4ms/step +``` \ No newline at end of file