I have submitted the code for the reference
\documentclass[11pt,a4paper,oneside]{article}
\usepackage{latexsym}
\usepackage[english]{babel}
\usepackage{amsmath}
\usepackage{amssymb,gensymb}
\usepackage{tikz}
%\usepackage{subfig}
%\usepackage{graphicx}
%\usepackage[dvips]{graphicx}
%\usepackage{subfigure}
% % % % % % % % % % % % % % % % % % % % % % % %added package
\usepackage{multirow,array, amsmath, caption, booktabs,amssymb}
\usepackage{epstopdf}
\usepackage{caption}
\usepackage{subcaption}
\usepackage{url, lipsum}
\usepackage{hhline}
\usepackage[colorlinks=true,backref=true,linkcolor={black},anchorcolor={black},citecolor={black},urlcolor={blue},breaklinks=true]{hyperref}
\usepackage{blindtext}
% % % % % % % % % % % % % % % % % % % % % % %
\usepackage[boxed,lined,linesnumbered]{algorithm2e}
\graphicspath{ {Images/} }
\linespread{1.1}
\usepackage[top=.8in, bottom=.8in, left=0.8in, right=0.8in]{geometry}
\newcolumntype{C}[1]{>{\centering\arraybackslash}m{#1}}
\newcolumntype{L}[1]{>{\raggedright\arraybackslash}m{#1}}
\newcolumntype{R}[1]{>{\raggedleft\arraybackslash}m{#1}}
\newcommand\myrule{\par\smallskip\hrule\medskip}
\usetikzlibrary{decorations.pathmorphing,trees, decorations.markings, arrows, arrows.meta,positioning, shapes.arrows,shadows.blur}
\def\etal{\textit{et~al.}}
\def\eg{\textit{e.g.}}
\def\ie{\textit{i.e.}}
\def\etc{\textit{etc.}}
%%%%%%%%%%%%%Road Map%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\usepackage{tikz,pgfgantt}
\usepackage[inline]{enumitem}
\usepackage{xcolor}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\renewenvironment{abstract}
{\par\noindent\textbf{\abstractname \newline}\ \ignorespaces}
{\par\medskip}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\newcommand{\nodetextx}[2]{$i_{#2}$}
\newcommand{\nodetextz}[2]{$o_#2$}
\newcommand{\nodetexth}[2]{$h_{#1,#2}$}
\makeatletter
\define@key{layer}{layercolor} {\def\nnlayercolor{#1}}
\makeatother
\tikzstyle{hiddencl}=[neuron, fill=\nnlayercolor, draw=black]
\newcommand{\hiddenlayercolor}[1][] { \layer[bias=true,nodeclass={hiddencl},#1] }
\tikzstyle{inputcl}=[neuron, fill=\nnlayercolor, draw=black]
\newcommand{\inputlayercolor}[1][] { \layer[bias=true,nodeclass={inputcl},#1] }
\tikzstyle{outputcl}=[neuron, fill=\nnlayercolor, draw=black]
\newcommand{\outputlayercolor}[1][] { \layer[bias=true,nodeclass={outputcl},#1] }
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\begin{document}
\pagestyle{plain}
\sloppy
\begin{figure}
\centering
\usetikzlibrary{arrows.meta, calc, fit, positioning}
\tikzset{block11/.style={fill=yellow!20,draw, thick, text width=11cm,align=justify,inner sep=0.6cm}, font={\fontsize{45pt}{12}\selectfont}, line/.style={-latex}}
\tikzset{block1/.style={fill=yellow!20,draw, thick, text width=9cm,align=center,inner sep=0.6cm}, font={\fontsize{45pt}{12}\selectfont}, line/.style={-latex}}
\tikzset{block2/.style={fill=yellow!20,draw, thick, text width=9cm,align=left,inner sep=0.4cm}, font={\fontsize{45pt}{12}\selectfont}, line/.style={-latex}}
\tikzset{block/.style={fill=blue!15,draw, thick, text width=10cm,align=center,minimum width=11cm,minimum height = 4cm},font={\fontsize{45pt}{12}\selectfont},
line/.style={-latex}}
\tikzset{blocks/.style={fill=yellow!20,draw, thick, text width=11cm,align=center,inner sep=0.8cm}, font={\fontsize{45pt}{12}\selectfont}, line/.style={-latex}}
%\newcommand{\midarrow}{\tikz \draw[-triangle 90] (0,0) -- +(-.1,0);}
\resizebox{\columnwidth}{!}{
\begin{tikzpicture}
\node[ellipse, draw,text width=15cm,fill=red!15,text centered,font={\fontsize{45pt}{12}\selectfont}] (w1) at (-3,9) {\textbf{XYZ} \ \vspace{0.6cm} \textit{``qwerty werwe \[0.4cm] quiet Guard?"} };
\node[ellipse, draw,minimum width = 30cm, minimum height = 15cm,fill=red!15,font={\fontsize{45pt}{12}\selectfont}] (w2) at (-3,-15) {};
\node[minimum width = 1cm, minimum height = 0.5cm,text centered,font={\fontsize{45pt}{12}}] (p) at (-3,-9) {\textbf{Output}};
\node[block1] (q) at (-9,-12) {\textit{Bran}, \textbf{\textt{wrerw}}};
\node[block1,right=of q] (r) {\textit{haue}, \textbf{\textt{dfs}}};
\node[block1,below=of r]at (-9,-13) (s) {\textit{you}, \textbf{\textt{sdf}}};
\node[block1,right= of s] (t) {\textit{bad}, \textbf{\textt{vdxv}}};
\node[block1,below= of t] at (-9,-16) (u) {\textit{quiet}, \textbf{\textt{dsf}}};
\node[block1,right=of u] (v) {\textit{Guard}, \textbf{\textt{sdf}}};
\node[rectangle, draw,minimum width =15cm, minimum height =14cm] (ik) at (30,8) {};
\node[minimum width = 1cm, minimum height = 0.5cm,text centered,font={\fontsize{100pt}{12}\selectfont}] (a) at (30,14) { \textbf{Process}};
\node[blocks] (b) at (30,10) {\textit{fsdfsde \[0.4cm] you sdf \[0.2cm] sdf?}};
\node[blocks] (c) at (30,4) {\textit{wsd sdf u \[0.4cm] dsfsdfsd sdfsd}};
\node[rectangle, draw,minimum width =27cm, minimum height =22cm] (jk) at (31.14,-16) {};
\node[minimum width = 1cm, minimum height = 0.5cm,text centered,font={\fontsize{45pt}{12}\selectfont}] (d) at (30,-6.4) {\textbf{Word egdf}};
\node[block11] (d) at (24.5,-10.28) {\textit{df} = [-0.106,\[0.4cm] 0.789, -0.130]};
\node[block11,right=of d] (e) {\textit{fdf} = [-0.211, \[0.4cm]-0.094, -0.246]};
\node[block11,below=of e]at (24.5,-13) (f) {\textit{you} = [0.277, \[0.4cm]-0.049,-0.477]};
\node[block11,right= of f] (g) {\textit{df} = [-0.014, \[0.4cm]0.387, -0.348]};
\node[block11,below= of g] at (24.5,-19.5) (h) {\textit{dfd} = [0.184, \[0.3cm]-0.025, -0.600]};
\node[block11,right=of h] (i) {\textit{Guardfd} = [0.211, \[0.3cm]-0.324, -0.230]};
\node[rectangle, draw,minimum width =15cm, minimum height =35cm] (lk) at (60,-5) {};
\node[minimum width = 5cm, minimum height = 0.5cm,text centered,font={\fontsize{45pt}{12}\selectfont}] (j) at (60,11) {\textbf{dfgh}};
\node[block] (k) at (60,7) {fgh};
\node[block] (l) at (60, 1) {Bi-hjhn};
\node[block] (m) at (60,-5) {uyi};
\node[block] (n) at (60,-11) {yuir};
\node[block] (o) at (60,-17) {tyui};
\node[rectangle, draw,minimum width =52cm, minimum height =45cm] (oo) at (43,-5) {};
\draw[->, arrowhead=0.3in, line width=6pt] (w1) -- (17,9);
\draw[->, arrowhead=0.3in, line width=6pt] (30,1) -- (30,-5);
\draw[->, arrowhead=0.3in, line width=6pt] (jk) -- (52.5,-15.7);
\begin{scope}[very thick, every node/.style={sloped,allow upside down}]
\draw -, arrowhead=0.3in, line width=6pt-- node {\midarrow} (60,-30);
\draw[-, arrowhead=0.3in, line width=6pt] (60,-30)-- node {\midarrow} (60,-22.5);
%\draw (4,2)-- node {\midarrow} (-4,2);
\draw[<-, arrowhead=0.3in, line width=6pt] (-3.5,-22.5)-- node {\midarrow} (-3.5,-30);
\end{scope}
\end{tikzpicture}}
\caption{\textcolor{blue}{Drawere}}
\label{fig:Draweer}
\end{figure}
\end{document}


\node at (0,0) {\Large text};. Besides, there are some syntax such asfont={\fontsize{45pt}{12}}that might interfere with what you want to edit. And, please, read about MWEs and also good practices for TikZ. It is quite messy to read a code with too many commands, and also unrelated packages and commands. – FHZ Jul 18 '22 at 06:47\fontsize{45pt}{12}means letters 45pt (1.5cm) tall on lines that are 12pt apart. Do you really mean that??? – David Carlisle Jul 18 '22 at 07:59arrowheadoption is deprecated code from thearrows.metalibrary. Instead of->, arrowhead=0.3in, you probably want to use-{>[width=0.3in]}. Instead of\textt{}, you probably mean\texttt{}. The macro\midarrowis not defined, since you commented out its defintion. Once you remove the\resizeboxwrapper, you will see, that the text in the nodes is indeed as large as you want it to be. – Jasper Habicht Jul 18 '22 at 09:48\resizebox, the image is scaled down. Therefore the font won't be as large as you state. But the\fontsizedeclaration works pretty well, which you can see if you remove one of those which will render the text in a much smaller font size. How should I help you? – Jasper Habicht Jul 18 '22 at 09:54