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command_interpreter.py
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116 lines (106 loc) · 4.89 KB
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#
# Copyright (C) 2023 Texas Instruments Incorporated - http://www.ti.com/
#
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions
# are met:
#
# Redistributions of source code must retain the above copyright
# notice, this list of conditions and the following disclaimer.
#
# Redistributions in binary form must reproduce the above copyright
# notice, this list of conditions and the following disclaimer in the
# documentation and/or other materials provided with the
# distribution.
#
# Neither the name of Texas Instruments Incorporated nor the names of
# its contributors may be used to endorse or promote products derived
# from this software without specific prior written permission.
#
# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
#
'''
Reese Grimsley, October 24, 2023
This script contains code for interpreting command words as recognized from the google Speech Commands dataset by a machine learning model. The sequence of command words is used to define certains action for the camera to take.
The word 'visual' is used as a "command-start", meaning that it must be spoken and followed by a command word that correspond to an action. For example, 'visual' followed by 'right' will result in panning/cropping to the right side of the input image.
'''
import time
from enum import Enum
class Actions(Enum):
'''
A set of high level actions to take
'''
OFF = 0
PASSTHROUGH = 1
LEFT = 2
RIGHT = 3
UP = 4
DOWN = 5
ZOOM = 6
class CommandInterpreter():
'''
A class to convert word commands to actions
'''
#set of words that correspond to some action
actionable_commands = ['visual', 'up', 'down', 'forward', 'backward', 'left', 'right', 'off', 'on']
def __init__(self):
self.current_action = Actions.PASSTHROUGH
def interpret_commands(self, commands):
'''
Interpret a list of command words and produce an action
:param commands: a list of command words recognized. The first index occurred first in time. This is assumed to be a deque, and will be modified to remove consumed command words
:return: an Actions enum value
'''
print('interpreting commands: ')
print(commands)
#signal command has started based on finding 'visual'
command_started = None
# We will remove all commands up to this index after finding a command
command_end_id = -1
for i, command in enumerate(commands):
if command.lower() == 'visual':
command_started = True
elif command_started is not None:
if command in CommandInterpreter.actionable_commands:
command_end_id = i
if command.lower() =='up':
self.current_action = Actions.UP
print(self.current_action)
elif command.lower() == 'down':
self.current_action = Actions.DOWN
print(self.current_action)
elif command.lower() == 'forward':
self.current_action = Actions.ZOOM
print(self.current_action)
elif command.lower() == 'backward':
self.current_action = Actions.PASSTHROUGH
print(self.current_action)
elif command.lower() == 'off':
self.current_action = Actions.OFF
print(self.current_action)
elif command.lower() == 'on':
self.current_action = Actions.PASSTHROUGH
print(self.current_action)
elif command.lower() == 'left':
self.current_action = Actions.LEFT
print(self.current_action)
elif command.lower() == 'right':
self.current_action = Actions.RIGHT
print(self.current_action)
#remove command words that were used
i = 0
while i <= command_end_id:
commands.popleft()
i+= 1
return self.current_action