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Human protein image Classification using Fastai.

Modules and approach is inspired and learned from Jeremy Howard Youtube Channel and Abhishek Thakur Yoiutube channel.

!pip install fastai2 -q
%load_ext autoreload
%autoreload 2

import os
import pandas as pd
import numpy as np

from fastai2.basics import *
from fastai2.callback.all import *
from fastai2.vision.all import *
from fastai2.vision.widgets import *
from fastai2.vision import *
from fastai2.callback.cutmix import *

Data
template is from original starter notebook

DATA_DIR = '../input/jovian-pytorch-z2g/Human protein atlas'

TRAIN_DIR = DATA_DIR + '/train'                           
TEST_DIR = DATA_DIR + '/test'                             

TRAIN_CSV = DATA_DIR + '/train.csv'                       
TEST_CSV = '../input/jovian-pytorch-z2g/submission.csv'