├── 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: -------------------------------------------------------------------------------- 1 | { 2 | "cells": [], 3 | "metadata": {}, 4 | "nbformat": 4, 5 | "nbformat_minor": 2 6 | } 7 | -------------------------------------------------------------------------------- /NextFrame/get_data.sh: -------------------------------------------------------------------------------- 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 | --------------------------------------------------------------------------------