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Nokta Makro Invenio Manual

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INVENIO is the world's first metal detector using artificial intelligence
and artificial neural network. Let's look at what artificial intelligence
and artificial neural network mean first :
Artificial neural networks are computer programs which can form and
generate new information and undertake decision making processes by
utilizing adaptive learning algorithms with the help of neural receivers
mimicking the biological neural structure of the human brain. The
technical task of the neural network is to produce an output in return
for the input data. In order for the network to do this, the network is
trained with certain samples. Afterwards, the network reaches the level
of making sweeping generalizations and decisions. Then, the network
determines the output with the ability gained.
The Artificial Neural Network enables the device to provide superior
shape extractions, as well as depth indications, by utilizing adaptive
learning algorithms. In other words, your device is a learning detector,
and the more you train it, the better target shapes it will provide within
time.
IMPORTANT! The neural network is present in the Basic and Expert
modes only.
The main steps in training the detector with neural network are as
follows :
During the training process, the 3D graph, ideally, should be in the top
view.
1. Once you have detected a target and dug it out, you need to compare
the target to the shape and signal process level provided by the device.
2. Upon performing a scan over the detected target, the device
automatically displays the target shape obtained in signal process
level, 4 or 5. These 2 levels are the trainable levels by the neural
network.
3. First, compare the target to the shapes in 4th and 5th levels. Then,
check the shape in the 3rd signal process level. The 3rd level is the
level that utilizes artificial intelligence by factory default.
4. If the shape in the 3rd level resembles the actual target the most,
you do not need to train the detector.
5. On the other hand, if one of the shapes in the 4th and 5th levels
resembles the target more, you need to train the detector. In order to
do this, first choose level 4 or 5 from the signal process levels.
6. Then, press the down button and select the target. The target will
be marked in green.
7. Upon target selection, select Learn and press the OK button. When
the process is completed, a check mark will appear in the small box
next to it. Pressing the OK button in the presence of a check mark
means re-training the data and this is not recommended.
IMPORTANT! In case of multiple targets, select ''Target'' from the options
and select the target you want using the right and left buttons. Please
remember that different targets may have different signal process
levels.
NOTE: You can also train the device later by opening the saved result
screens in the Archives.
30
ARTIFICIAL INTELLIGENCE AND NEURAL NETWORK
… 33 …


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