diff --git a/utils/command_line/CommandLineParser.h b/utils/command_line/CommandLineParser.h
new file mode 100644
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+++ b/utils/command_line/CommandLineParser.h
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+/*
+ * Copyright (c) 2017-2018 ARM Limited.
+ *
+ * SPDX-License-Identifier: MIT
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to
+ * deal in the Software without restriction, including without limitation the
+ * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
+ * sell copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in all
+ * copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ */
+#ifndef ARM_COMPUTE_UTILS_COMMANDLINEPARSER
+#define ARM_COMPUTE_UTILS_COMMANDLINEPARSER
+
+#include "Option.h"
+#include "arm_compute/core/utils/misc/Utility.h"
+#include "support/ToolchainSupport.h"
+
+#include <iostream>
+#include <map>
+#include <memory>
+#include <regex>
+#include <string>
+#include <utility>
+#include <vector>
+
+namespace arm_compute
+{
+namespace utils
+{
+/** Class to parse command line arguments. */
+class CommandLineParser final
+{
+public:
+    /** Default constructor. */
+    CommandLineParser() = default;
+
+    /** Function to add a new option to the parser.
+     *
+     * @param[in] name Name of the option. Will be available under --name=VALUE.
+     * @param[in] args Option specific configuration arguments.
+     *
+     * @return Pointer to the option. The option is owned by the parser.
+     */
+    template <typename T, typename... As>
+    T *add_option(const std::string &name, As &&... args);
+
+    /** Function to add a new positional argument to the parser.
+     *
+     * @param[in] args Option specific configuration arguments.
+     *
+     * @return Pointer to the option. The option is owned by the parser.
+     */
+    template <typename T, typename... As>
+    T *add_positional_option(As &&... args);
+
+    /** Parses the command line arguments and updates the options accordingly.
+     *
+     * @param[in] argc Number of arguments.
+     * @param[in] argv Arguments.
+     */
+    void parse(int argc, char **argv);
+
+    /** Validates the previously parsed command line arguments.
+     *
+     * Validation fails if not all required options are provided. Additionally
+     * warnings are generated for options that have illegal values or unknown
+     * options.
+     *
+     * @return True if all required options have been provided.
+     */
+    bool validate() const;
+
+    /** Prints a help message for all configured options.
+     *
+     * @param[in] program_name Name of the program to be used in the help message.
+     */
+    void print_help(const std::string &program_name) const;
+
+private:
+    using OptionsMap              = std::map<std::string, std::unique_ptr<Option>>;
+    using PositionalOptionsVector = std::vector<std::unique_ptr<Option>>;
+
+    OptionsMap               _options{};
+    PositionalOptionsVector  _positional_options{};
+    std::vector<std::string> _unknown_options{};
+    std::vector<std::string> _invalid_options{};
+};
+
+template <typename T, typename... As>
+inline T *CommandLineParser::add_option(const std::string &name, As &&... args)
+{
+    auto result = _options.emplace(name, support::cpp14::make_unique<T>(name, std::forward<As>(args)...));
+    return static_cast<T *>(result.first->second.get());
+}
+
+template <typename T, typename... As>
+inline T *CommandLineParser::add_positional_option(As &&... args)
+{
+    _positional_options.emplace_back(support::cpp14::make_unique<T>(std::forward<As>(args)...));
+    return static_cast<T *>(_positional_options.back().get());
+}
+
+inline void CommandLineParser::parse(int argc, char **argv)
+{
+    const std::regex option_regex{ "--((?:no-)?)([^=]+)(?:=(.*))?" };
+
+    const auto set_option = [&](const std::string & option, const std::string & name, const std::string & value)
+    {
+        if(_options.find(name) == _options.end())
+        {
+            _unknown_options.push_back(option);
+            return;
+        }
+
+        const bool success = _options[name]->parse(value);
+
+        if(!success)
+        {
+            _invalid_options.push_back(option);
+        }
+    };
+
+    unsigned int positional_index = 0;
+
+    for(int i = 1; i < argc; ++i)
+    {
+        std::string mixed_case_opt{ argv[i] };
+        int         equal_sign = mixed_case_opt.find('=');
+        int         pos        = (equal_sign == -1) ? strlen(argv[i]) : equal_sign;
+
+        const std::string option = arm_compute::utility::tolower(mixed_case_opt.substr(0, pos)) + mixed_case_opt.substr(pos);
+        std::smatch       option_matches;
+
+        if(std::regex_match(option, option_matches, option_regex))
+        {
+            // Boolean option
+            if(option_matches.str(3).empty())
+            {
+                set_option(option, option_matches.str(2), option_matches.str(1).empty() ? "true" : "false");
+            }
+            else
+            {
+                // Can't have "no-" and a value
+                if(!option_matches.str(1).empty())
+                {
+                    _invalid_options.emplace_back(option);
+                }
+                else
+                {
+                    set_option(option, option_matches.str(2), option_matches.str(3));
+                }
+            }
+        }
+        else
+        {
+            if(positional_index >= _positional_options.size())
+            {
+                _invalid_options.push_back(mixed_case_opt);
+            }
+            else
+            {
+                _positional_options[positional_index]->parse(mixed_case_opt);
+                ++positional_index;
+            }
+        }
+    }
+}
+
+inline bool CommandLineParser::validate() const
+{
+    bool is_valid = true;
+
+    for(const auto &option : _options)
+    {
+        if(option.second->is_required() && !option.second->is_set())
+        {
+            is_valid = false;
+            std::cerr << "ERROR: Option '" << option.second->name() << "' is required but not given!\n";
+        }
+    }
+
+    for(const auto &option : _positional_options)
+    {
+        if(option->is_required() && !option->is_set())
+        {
+            is_valid = false;
+            std::cerr << "ERROR: Option '" << option->name() << "' is required but not given!\n";
+        }
+    }
+
+    for(const auto &option : _unknown_options)
+    {
+        std::cerr << "WARNING: Skipping unknown option '" << option << "'!\n";
+    }
+
+    for(const auto &option : _invalid_options)
+    {
+        std::cerr << "WARNING: Skipping invalid option '" << option << "'!\n";
+    }
+
+    return is_valid;
+}
+
+inline void CommandLineParser::print_help(const std::string &program_name) const
+{
+    std::cout << "usage: " << program_name << " \n";
+
+    for(const auto &option : _options)
+    {
+        std::cout << option.second->help() << "\n";
+    }
+
+    for(const auto &option : _positional_options)
+    {
+        //FIXME: Print help string as well
+        std::cout << option->name() << "\n";
+    }
+}
+} // namespace utils
+} // namespace arm_compute
+#endif /* ARM_COMPUTE_UTILS_COMMANDLINEPARSER */