Goals: Add links that are reasonable and good explanations of how stuff works. No hype and no vendor content if possible. Practical first-hand accounts of models in prod eagerly sought.
![Screenshot 2023-12-18 at 10 40 27 PM](https://private-user-images.githubusercontent.com/3837836/291468646-4c30ad72-76ee-4939-a5fb-16b570d38cf2.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.L0iyEJiqeBrMNNRK6xlRBxssbpn4YpX26Jzvv8HQ-00)
import os | |
import asyncio | |
import aiohttp # pip install aiohttp | |
import aiofile # pip install aiofile | |
REPORTS_FOLDER = "reports" | |
FILES_PATH = os.path.join(REPORTS_FOLDER, "files") | |
def download_files_from_report(urls): |
import cv2 | |
import time | |
CONFIDENCE_THRESHOLD = 0.2 | |
NMS_THRESHOLD = 0.4 | |
COLORS = [(0, 255, 255), (255, 255, 0), (0, 255, 0), (255, 0, 0)] | |
class_names = [] | |
with open("classes.txt", "r") as f: | |
class_names = [cname.strip() for cname in f.readlines()] |
Update package lists, download and install NVIDIA driver
sudo apt-get update
sudo add-apt-repository ppa:graphics-drivers/ppa
sudo apt install nvidia-410
import json | |
import argparse | |
import numpy as np | |
import matplotlib | |
import matplotlib.pyplot as plt | |
matplotlib.rcParams['text.usetex'] = True | |
# Inspiration came from https://stackoverflow.com/q/3609852/8931942 |
" (N)Vim Configuration File | |
" vim : place in $HOME/.vimrc | |
" nvim : place in $HOME/.config/nvim/init.vim | |
" $ ln -s $HOME/.config/nvim/init.vim $HOME/.vimrc | |
" General settings | |
" https://learnvimscriptthehardway.stevelosh.com/ | |
" --------------------------------------------------------------------------- | |
" drop vi support - kept for vim compatibility but not needed for nvim | |
" Probably not needed with Vim 8+ | |
"set nocompatible |
from __future__ import print_function | |
import numpy as np | |
from keras.models import Sequential | |
from keras.layers.core import Dense, Dropout, Activation, Flatten | |
from keras.layers.convolutional import Convolution2D, MaxPooling2D | |
from keras.utils import np_utils | |
from keras.utils import generic_utils | |
import multiprocessing | |
import os | |
import time |
I have moved this over to the Tech Interview Cheat Sheet Repo and has been expanded and even has code challenges you can run and practice against!
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