ndgnuh

import torch
from torch import nn
from torch.autograd import Function
from torch.nn import functional as F


class BackwardGradNormFn(Function):
    """
    A normalization layer that does nothing to the input, but
    normalize the gradient.

ndgnuh

"""
Hourglass network, the backbone part.

Implemented according to the CornetNet paper. The ArXiv version does not have the backbone description.

Reference:
- https://link.springer.com/article/10.1007/s11263-019-01204-1
- https://sci-hub.se/https://link.springer.com/article/10.1007/s11263-019-01204-1  (I won't use 40EUR much money *just* to read a paper. Where I live one can buy 10 books with that.)
- https://arxiv.org/abs/1808.01244 (not really related to this implementation, just in case someone is curious about CornetNet)

ndgnuh

# Global packages to be installed in home directory
# Desktop apps
gdown
https://github.com/thenaterhood/gscreenshot/archive/refs/tags/v3.4.1.tar.gz

# Installed out of convenience
fastapi
uvicorn
pydantic>=2
lenses

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#!/bin/sh

# Install venv first.

apppkg="$1"
appcmd="$2"

if [ -z "$apppkg" ]; then
  echo "./mvenvapp.sh <apppkg> [appcmd]"
  exit 1

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import logging
import pickle
import json
import sys
from os import path, makedirs
from io import BytesIO
from argparse import ArgumentParser

from PIL import Image
from lmds import GeneratorModule, create_lmds

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from argparse import ArgumentParser
from subprocess import Popen

# docker run  -p 9993:80 -v ./:/usr/share/nginx/html/ nginx:stable-alpine3.17-slim
# docker run -v ./:/tmp jrottenberg/ffmpeg:snapshot-alpine -i "rtsp://..." -c copy -hls_time 2 -hls_wrap 10 "/tmp/stream.m3u8"

def main():
    parser = ArgumentParser()
    parser.add_argument("--port", "-p", type=int)
    parser.add_argument("--rtsp", "-i", required=True)

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#!/bin/sh

if [ -z "$1" ]; then
  echo "slugifile <file name> [.ext]"
fi

bn=$(basename "$1" "$2")
slug=$(echo "$bn" | iconv -t ascii//TRANSLIT | sed -r s/[^a-zA-Z0-9]+/-/g | sed -r s/^-+\|-+$//g | tr A-Z a-z)
if [ -z "$2" ]; then
	echo "$slug"

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\newcommand{\Image}[1]{%
	\sbox0{\includegraphics[height=0.65\paperheight]{#1}}%
	\ifdim\wd0 < \textwidth
	\includegraphics[height=0.65\paperheight]{#1}%
	\else
	\includegraphics[width=\textwidth]{#1}%
	\fi%
}

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#!/bin/sh
#
# Reference https://askubuntu.com/questions/1019530/chinese-fonts-are-not-visible-in-programs-installed-in-wine
#

# Content of the .reg file just in case
#
# REGEDIT4
#
# [HKEY_LOCAL_MACHINE\Software\Microsoft\Windows NT\CurrentVersion\FontLink\SystemLink]

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#!/bin/sh
# https://askubuntu.com/questions/1167283/l2tp-connection-client-on-ubuntu-18-04-server
VPNDATA="
gateway = [ipv4],
ipsec-enabled = yes,
ipsec-psk = 0s"$(base64 <<<'[PSK]' | rev | cut -c2- | rev)"=,
mru = 1400,
mtu = 1400,
password-flags = 0,
refuse-chap = yes,