Here is a quick demo of what we’ll be building.
A simple, one-step system to focus on the things you can control
A tall, extremely attractive Asian woman dressed in a designer-chiffon ball gown stood elegantly against a background of exquisite French decor. She had beautifully chiseled features: high cheek bones, youthful hazel eyes, and full luscious lips framing a content smile — the smile of a girl in bliss.
“Huawei founder’s debutante daughter Annabel Yao chosen to perform the opening waltz at Le Bal des Débutantes in Paris”
“Yao, who is also a Harvard computer science student and ballerina says, ‘As much as I enjoy coding, I have a…
6 critical reasons why you should give it a Go!
A short story on how simple things can sometimes be life-changing
Rabia observed the hills standing silently in front of her. The slopes were various shades of red, blue, yellow, and green — all jumbled up with a dull muddy brown. On top of the tallest one, an old metal car door jutted out from the rubbish and gleamed in the rising sun. The reflected sunlight made Rabia squint as she looked up to scan the landscape for any new arrivals.
It had rained last night. The moisture in the air combined with the June heat had created the perfect…
The drastic changes in our lifestyles coupled with restrictions, quarantines, and social distancing measures introduced to combat the corona virus outbreak have lead to an alarming rise in mental health issues all over the world. Social media is a powerful indicator of the mental state of people at a given location and time. In order to study the link between the corona virus pandemic and the accelerating pace of depression and anxiety in the general population, I decided to explore tweets related to corona virus.
This blog post explores the process of multi-class image classification in PyTorch using pre-trained convolutional neural networks (CNNs). The post is divided into the following parts:
As a first step, the following libraries and modules were imported into the Kaggle notebook.
#### General ####import os
import numpy as np
import tarfile#### Pytorch ####import torch
import torch.nn as nn
import torch.nn.functional as F
import torchvision.models as models
import torchvision.transforms as tt
from torchvision.datasets.utils import download_url
from torchvision.datasets import ImageFolder
from torch.utils.data import DataLoader
from torch.utils.data import random_split
from torchvision.utils import make_grid
from torchvision.transforms import…
Engineering student at University of Cambridge. Passionate about coding, books, and art.