5 The Dual Impact of Lockdown on Curbing COVID-19 Spread …
133
Fig. 5.14 Prediction to original data
Table 5.6 Showing Loss
with different optimiser
Name of the optimiser
Training loss
Validation loss
Adam
7.6063e−06
0.0121
Adagrad
3.4833e−04
0.0158
SGD
6.3899e−05
0.0496
lungs, i.e. lungs tissues is been replaced non-working tissues which sometimes result
in death. First, it is present in the upper respiratory tract and it causes the dryness
of the threat resulting in cough and then through the respiratory tract it goes to the
lungs. Enveloped in the non-separated positive RNA virus belongs to the mother
family of Coronaviridae and Nidovirales. Initially, it was assumed that 2019-nCoV
is only transmitted from animal–human contact, but later found that human–human
transmission is also occurring. The death rate is increasing day-by-day which is a
big reason to worry. The number of total affected cases is increasing insignificance
[37].
The first case in India was detected on 30th January 2020 and after that affected
cases were increasing rapidly. Also, the people affected in a day is increasing
exponentially (Fig. 5.15).
As per reports published by different top institutes of India as well as foreign
institutes it is evident that this is increasing day-by-day and may reach to peak point
between November 2020–February 2021.
It is highly contagious and to avoid spread or rather community spread, the Govt.
of India announced lockdown from March end to May end 2020. Due to this the
industrial works, offices were stopped and due to this number of vehicles operating
on the roads also decreased. So this lockdown became a blessing to the environment
133
Fig. 5.14 Prediction to original data
Table 5.6 Showing Loss
with different optimiser
Name of the optimiser
Training loss
Validation loss
Adam
7.6063e−06
0.0121
Adagrad
3.4833e−04
0.0158
SGD
6.3899e−05
0.0496
lungs, i.e. lungs tissues is been replaced non-working tissues which sometimes result
in death. First, it is present in the upper respiratory tract and it causes the dryness
of the threat resulting in cough and then through the respiratory tract it goes to the
lungs. Enveloped in the non-separated positive RNA virus belongs to the mother
family of Coronaviridae and Nidovirales. Initially, it was assumed that 2019-nCoV
is only transmitted from animal–human contact, but later found that human–human
transmission is also occurring. The death rate is increasing day-by-day which is a
big reason to worry. The number of total affected cases is increasing insignificance
[37].
The first case in India was detected on 30th January 2020 and after that affected
cases were increasing rapidly. Also, the people affected in a day is increasing
exponentially (Fig. 5.15).
As per reports published by different top institutes of India as well as foreign
institutes it is evident that this is increasing day-by-day and may reach to peak point
between November 2020–February 2021.
It is highly contagious and to avoid spread or rather community spread, the Govt.
of India announced lockdown from March end to May end 2020. Due to this the
industrial works, offices were stopped and due to this number of vehicles operating
on the roads also decreased. So this lockdown became a blessing to the environment