% Please add the following required packages to your document preamble:
% \usepackage[table,xcdraw]{xcolor}
% If you use beamer only pass "xcolor=table" option, i.e. \documentclass[xcolor=table]{beamer}
\begin{table}[]
\begin{tabular}{|c|c|c|c|c|}
\hline
\rowcolor[HTML]{FFFFFF}
{\color[HTML]{333333} \textbf{Layer}} & {\color[HTML]{333333} \textbf{Layer Name}} & {\color[HTML]{333333} \textbf{Activation Function}} & {\color[HTML]{333333} \textbf{Input Shape}} & {\color[HTML]{333333} \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}