├── ConvAutoEncoder
    ├── .ipynb_checkpoints
    │   └── autoencoder-checkpoint.ipynb
    └── autoencoder.ipynb
├── FillNet
    └── fillNet.ipynb
├── MultiTaskLearning
    └── multitask_age_gender_ethnicity_resnet34.ipynb
├── NextFrame
    ├── get_data.sh
    ├── next_frame.ipynb
    └── next_frame_v2.ipynb
└── PneunomiaClassification
    ├── pytorch_vision_basics.ipynb
    └── with_fastai.ipynb


/ConvAutoEncoder/.ipynb_checkpoints/autoencoder-checkpoint.ipynb:
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1 | {
2 |  "cells": [],
3 |  "metadata": {},
4 |  "nbformat": 4,
5 |  "nbformat_minor": 2
6 | }
7 | 


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/NextFrame/get_data.sh:
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 1 | wget https://media.xiph.org/video/derf/y4m/akiyo_cif.y4m
 2 | wget https://media.xiph.org/video/derf/y4m/news_cif.y4m
 3 | wget https://media.xiph.org/video/derf/y4m/coastguard_cif.y4m
 4 | wget https://media.xiph.org/video/derf/y4m/container_cif.y4m
 5 | wget https://media.xiph.org/video/derf/y4m/hall_objects_qcif.y4m
 6 | wget https://media.xiph.org/video/derf/y4m/mother_daughter_cif.y4m
 7 | wget https://media.xiph.org/video/derf/y4m/foreman_cif.y4m
 8 | wget https://media.xiph.org/video/derf/y4m/silent_cif.y4m
 9 | 
10 | mkdir akiyo
11 | ffmpeg -ss 00:00 -i akiyo_cif.y4m -t 00:10 akiyo/frame%d.png
12 | 
13 | mkdir news
14 | ffmpeg -ss 00:00 -i news_cif.y4m -t 00:10 news/frame%d.png
15 | 
16 | mkdir coastguard
17 | ffmpeg -ss 00:00 -i coastguard_cif.y4m -t 00:10 coastguard/frame%d.png
18 | 
19 | mkdir container
20 | ffmpeg -ss 00:00 -i container_cif.y4m -t 00:10 container/frame%d.png
21 | 
22 | mkdir hall_objects
23 | ffmpeg -ss 00:00 -i hall_objects_qcif.y4m -t 00:10 hall_objects/frame%d.png
24 | 
25 | mkdir mother_daughter
26 | ffmpeg -ss 00:00 -i mother_daughter_cif.y4m -t 00:10 mother_daughter/frame%d.png
27 | 
28 | mkdir foreman
29 | ffmpeg -ss 00:00 -i foreman_cif.y4m -t 00:10 foreman/frame%d.png
30 | 
31 | mkdir silent
32 | ffmpeg -ss 00:00 -i silent_cif.y4m -t 00:10 silent/frame%d.png
33 | 
34 | mkdir data
35 | mv -v akiyo data/
36 | mv -v news data/
37 | mv -v coastguard data/
38 | mv -v container data/
39 | mv -v hall_objects data/
40 | mv -v mother_daughter data/
41 | mv -v foreman data/
42 | mv -v silent data/
43 | 


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