<s>
A	O
text-to-video	B-Algorithm
model	I-Algorithm
is	O
a	O
machine	O
learning	O
model	O
which	O
takes	O
as	O
input	O
a	O
natural	O
language	O
description	O
and	O
produces	O
a	O
video	O
matching	O
that	O
description	O
.	O
</s>
<s>
Video	O
prediction	O
on	O
making	O
objects	O
realistic	O
in	O
a	O
stable	O
background	O
is	O
performed	O
by	O
using	O
recurrent	B-Algorithm
neural	I-Algorithm
network	I-Algorithm
for	O
a	O
sequence	O
to	O
sequence	O
model	O
with	O
a	O
connector	O
convolutional	B-Architecture
neural	I-Architecture
network	I-Architecture
encoding	O
and	O
decoding	O
each	O
frame	O
pixel	O
by	O
pixel	O
,	O
creating	O
video	O
using	O
deep	B-Algorithm
learning	I-Algorithm
.	O
</s>
<s>
Training	O
the	O
convolutional	B-Architecture
neural	I-Architecture
network	I-Architecture
for	O
making	O
video	O
.	O
</s>
<s>
Keywords	O
extraction	O
from	O
text	O
using	O
natural-language	B-General_Concept
programming	I-General_Concept
.	O
</s>
<s>
Testing	O
of	O
Data	O
set	O
in	O
conditional	O
generative	O
model	O
for	O
existing	O
static	O
and	O
dynamic	O
information	O
from	O
text	O
by	O
variational	B-Algorithm
autoencoder	I-Algorithm
and	O
generative	B-Algorithm
adversarial	I-Algorithm
network	I-Algorithm
.	O
</s>
<s>
There	O
are	O
different	O
models	O
including	O
open	B-License
source	I-License
models	I-License
.	O
</s>
<s>
CogVideo	O
presented	O
their	O
code	O
in	O
GitHub	B-Application
.	O
</s>
<s>
Meta	O
Platforms	O
uses	O
text-to-video	O
with	O
.Google	O
used	O
Imagen	O
Video	O
for	O
converting	O
text-to-video	O
.	O
</s>
