Untitled

\begin{table}[]
\begin{tabular}{|c|c|c|c|c|}
\hline
\textbf{Layer} & \textbf{Layer Name} & \textbf{Activation Function} & \textbf{Input Shape} & \textbf{Output Shape} \\ \hline
Input Layer    & conv2d\_input       & -                            & (128,128,3)          & (128,128,3)           \\ \hline
Conv2D         & conv2d              & Relu                         & (128,128,3)          & (128,128,32)          \\ \hline
MaxPooling2D   & max\_pooling2d      & -                            & (128,128,32)         & (64,64,32)            \\ \hline
Dropout        & dropout             & -                            & (64,64,32)           & (64,64,32)            \\ \hline
Conv2D         & conv2d\_1           & Relu                         & (64,64,32)           & (64,64,64)            \\ \hline
MaxPooling2D   & max\_pooling2d\_1   & -                            & (64,64,64)           & (32,32,64)            \\ \hline
Dropout        & dropout\_1          & -                            & (32,32,64)           & (32,32,64)            \\ \hline
Conv2D         & conv2d\_2           & Relu                         & (32,32,64)           & (32,32,128)           \\ \hline
MaxPooling2D   & max\_pooling2d\_2   & -                            & (32,32,128)          & (16,16,128)           \\ \hline
Dropout        & dropout\_2          & -                            & (16,16,128)          & (16,16,128)           \\ \hline
Flatten        & flatten             & -                            & (16,16,128)          & 32768                 \\ \hline
Dense          & dense               & Relu                         & 32768                & 128                   \\ \hline
Dropout        & dropout\_3          & -                            & 128                  & 128                   \\ \hline
Dense          & dense\_1            & Sigmoid                      & 128                  & 1                     \\ \hline
\end{tabular}
\end{table}