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Artificial Intelligence and machine learning for separating wastes

Artificial Intelligence and machine learning for separating wastes XEJoO
This work proposes an autonomous waste separation system in three classes (Organic, Plastic and Paper) as a way to optimize the recycling process, incorporating an artificial intelligence algorithm that allows to recognize and classify the different waste in the mentioned classes by means of a mechanism of pulleys and motors so that these are deposited in the right place, without the need for human intervention, it is also proposed to design as complements to the general mechanism, a chatbot that communicates with the cleaning staff at the time when the containers (bins) are full. For the first part of the proposal, i. e. , the algorithm, a dataset created by the team is used in which photos of a large amount of solid waste are found, and through deep learning techniques a CNN (Convolutional Neural Network) is trained with this dataset where the 3 classes of waste that are handled are specified. For the second stage of the proposal, a mechanism of pulleys with toothed chain is used to transport a capsule (containing the waste) through the general structure, this movement is performed by a DC motor and the stopping points are delimited with reflex infrared sensors, this process begins when the AI (Artificial Intelligence) mentioned in the previous point, communicates with an Arduino and sends it the data of what type of waste has just been deposited, consequently the motor of the mechanism is activated and when the capsule is in the right place, the lower zone of the mechanism opens by means of a servomotor and the waste falls due to gravity, finally the mechanism returns to the initial position. Finally, the chatbot is used as soon as the cleaning staff receives a notification via Telegram. It can be seen that the sum of the deep learning algorithm together with the internal deposit mechanism, allows an optimized waste separation process that culminates in a good recycling process.
This work proposes an autonomous
You use this word too often, consider replacing it with
waste
separation system in three classes (Organic, Plastic and Paper) as a way to optimize the recycling
You use this word too often, consider replacing it with
process
, incorporating an artificial intelligence algorithm that
This phrase/word (depending on the context) can be potentially replaced with :
allows
to recognize and classify the
This phrase/word is too simple and can be replaced with:
different
You use this word too often, consider replacing it with
waste
in the mentioned classes by means of a
You use this word too often, consider replacing it with
mechanism
of pulleys and motors
This phrase/word is too simple and can be replaced with:
so
that these
are deposited
in the right place, without the need for human intervention, it is
also
proposed to design as complements to the general
You use this word too often, consider replacing it with
mechanism
, a chatbot that communicates with the cleaning staff at the time when the containers (bins) are full. For the
first
part of the proposal,
There should be no space here: "i.e.".
i. e.
Put a space after the comma, but not before the comma
,
the algorithm, a dataset created by the team is
This phrase/word (depending on the context) can be potentially replaced with :
used
in which photos of a large amount of solid
You use this word too often, consider replacing it with
waste
are found
, and through deep learning techniques a CNN (Convolutional Neural Network)
is trained
with this dataset where the 3 classes of
You use this word too often, consider replacing it with
waste
that
are handled
are specified
. For the second stage of the proposal, a
You use this word too often, consider replacing it with
mechanism
of pulleys with toothed chain is
This phrase/word (depending on the context) can be potentially replaced with :
used
to transport a capsule (containing the
You use this word too often, consider replacing it with
waste)
through the general structure, this movement
is performed
by a DC motor and the stopping points
are delimited
with reflex infrared sensors, this
You use this word too often, consider replacing it with
process
This phrase/word (depending on the context) can be potentially replaced with :
begins
when the AI (Artificial Intelligence) mentioned in the previous point, communicates with an Arduino and
This phrase/word (depending on the context) can be potentially replaced with :
sends
it the data of what type of
You use this word too often, consider replacing it with
waste
has
This phrase/word is too simple and can be replaced with:
just
been deposited
,
consequently
the motor of the
You use this word too often, consider replacing it with
mechanism
is activated
and when the capsule is in the right place, the lower zone of the
You use this word too often, consider replacing it with
mechanism
opens by means of a servomotor and the
You use this word too often, consider replacing it with
waste
falls due to gravity,
finally
the
You use this word too often, consider replacing it with
mechanism
returns to the initial position.
Finally
, the chatbot is
This phrase/word (depending on the context) can be potentially replaced with :
used
as
This phrase/word is too simple and can be replaced with:
soon
as the cleaning staff receives a notification via Telegram. It can be
This phrase/word (depending on the context) can be potentially replaced with :
seen
that the sum of the deep learning algorithm together with the internal deposit
You use this word too often, consider replacing it with
mechanism
,
This phrase/word (depending on the context) can be potentially replaced with :
allows
an optimized
You use this word too often, consider replacing it with
waste
separation
You use this word too often, consider replacing it with
process
that culminates in a
This phrase/word (depending on the context) can be potentially replaced with :
good
recycling
You use this word too often, consider replacing it with
process
.
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IELTS essay Artificial Intelligence and machine learning for separating wastes

Essay
  American English
1 paragraphs
319 words
6.0
Overall Band Score
Coherence and Cohesion: 5.5
  • Structure your answers in logical paragraphs
  • ?
    One main idea per paragraph
  • Include an introduction and conclusion
  • Support main points with an explanation and then an example
  • Use cohesive linking words accurately and appropriately
  • Vary your linking phrases using synonyms
Lexical Resource: 5.5
  • Try to vary your vocabulary using accurate synonyms
  • Use less common question specific words that accurately convey meaning
  • Check your work for spelling and word formation mistakes
Grammatical Range: 6.5
  • Use a variety of complex and simple sentences
  • Check your writing for errors
Task Achievement: 5.5
  • Answer all parts of the question
  • ?
    Present relevant ideas
  • Fully explain these ideas
  • Support ideas with relevant, specific examples
Labels Descriptions
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    Currently is not available
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