Hand Sign Recognition using CNN

Bhavana D., Kishore Kumar K., Bipin Chandra Medasani, Sai Krishna Bhargav P.V., Joy Sanjana D., Mohan Gopi G.

Table 1. Model Overview

Layer (Type) Output Shape Param# Conv2d_1(Conv2D) (None,28,8,8) 80 Max_pooling_1(MaxPooling2) (None,14,14,8) 0 Conv2d_2(Conv2D) (None,14,14,16) 1168 Dropout_1(Dropout) (None,14,14,16) 0 Max_pooling2d_2(MaxPooling2) (None,3,3,16) 0 Dense_1(dense) (None,3,3,128) 2176 Flatten_1(Flatten) (None,1152) 0 Dense_2(dense) (none,26) 29978