- What the problem is
- What prior methods entail
- What you propose/claim/hypothesize in this work
- How/why is it better
- Experimental support for your proposal
- Any additonal insights (if applicable)
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''' | |
Resizes images in source image directory within given size bounds (keeping | |
aspect ratio) and outputs in target directory with identical directory tree | |
structure. Uses Magick for image resizing. | |
''' | |
import os | |
import argparse | |
import subprocess | |
from pathlib import Path |
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# STEP 1: `$ mkdir ~/bin` | |
# STEP 2: `$ touch ~/bin/sshfr` | |
# STEP 3: `$ chmod +x ~/bin/sshfr` | |
# STEP 4: Copy the following contents into `~/bin/sshfr` | |
# STEP 5: Update .profile or .bash_profle: `$ export PATH=$PATH":$HOME/bin"` | |
# STEP 6: Reload .profile or .bash_profle E.g. `$ . ~/.bash_profile` | |
# The contents of sshfr is as follows | |
ADDRESS=$1 | |
PORT_START=${2-49151} |
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from datetime import datetime | |
import os | |
import pandas as pd | |
import argparse | |
''' | |
Note: | |
- Entries start on row 3 of EduRec excel exports | |
- 'Student Number' column is mandatory! |
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""" | |
Intended usage scenario: | |
You have a directory of pdfs, each comprising of sequential image scans of | |
human-annotated documents (e.g. written questionaries/forms/exams) where every | |
document share the same number of pages. Each pdf may contain different | |
numbers of such scanned documents. You want to split all these pdfs up into | |
smaller pdfs at fixed page index intervals such that each smaller pdf | |
correspond to a single scanned document. In addition, you want to place them | |
place them under a specific output directory while ensuring no filename | |
collisons. |
An overview of recent action recognition datasets and their detection classes
- Action: Atomic low-level movement such as standing up, sitting down, walking, talking etc.
- Activity/event: Higher level occurence then actions such as dining, playing, dancing
- Trimmed video: A short video clip containing event/action/activity of interest
- Untrimmed video: A video clip of arbitrary length potentially containing durations without activities of interest
- Localization: locating an instance of event/action/activity within a video at a spatial or temporal scale
- Spatial localization: Locating the region/area of an instance of action/activity within a video