maxgray2056 / hw2

deep learning project 2 s2vt

Deep learning project 2 (hw2)

Table of Contents

• Projects
• Background
• Install
• Packages
• Contributing

Projects

• Project 2: S2VT

Background

These projects are for CPSC8430, Clemson University

Install

This project uses Python 3 based on Jupyter Notebook

This project is based on Pytorch 1.7.0 & cudnn 1.10 Official website: Previous PyTorch Versions

pip install -f https://download.pytorch.org/whl/cu110/torch_stable.html torch==1.7.0+cu110 torchvision==0.8.0 --user

Packages

This list gives all recommended packages (may not necessary)

import os
os.environ["KMP_DUPLICATE_LIB_OK"]="TRUE"
TORCH_CUDA_ARCH_LIST="8.6"

import torch
import torchvision
import torch.nn as nn
import torch.nn.functional as F
import torchvision.transforms.functional as TF

from torch import nn
from torchvision import models
from torchsummary import summary
from torchvision import transforms
from torchvision.transforms import ToPILImage
from torch.utils.data import Dataset, DataLoader

from PIL import Image
from glob import glob

import os
import cv2
import sys
import json
import time
import math
import random
import numpy as np
import matplotlib.pyplot as plt

Contributing

This project is contributed by: [email protected]