huytung228

import torch 
from iou import intersection_over_union

def nms(
    predictions,
    iou_threshold,
    threshold,
    box_format='corners'
):
    '''

huytung228

import torch
def intersection_over_union(prediction_box, label_box, box_format='corners'):
  '''
  Funtion to calculate IOU between boxs
  Parametters:
    - prediction_box: a tensor with shape (N,4) - N boxs
    - label_box: a tensor with shape (N,4) - N boxs
    - box_format: enum between 'corner' and 'midpoint'
  '''
  if box_format == 'corners':

huytung228

import torch
from collections import Counter

from iou import intersection_over_union

def mean_average_precision(
    pred_boxes, true_boxes, iou_threshold=0.5, box_format="midpoint", num_classes=20
):
    """
    Calculates mean average precision 

huytung228

from abc import ABC, abstractmethod
 
class Polygon(ABC):
 
    @abstractmethod
    def noofsides(self):
        pass
 
class Triangle(Polygon):
 

huytung228

class Employee:

    def __init__(self, first, last):
        self.first = first
        self.last = last

    @property
    def email(self):
        return '{}.{}@email.com'.format(self.first, self.last)

huytung228

class Employee:

    raise_amt = 1.04

    def __init__(self, first, last, pay):
        self.first = first
        self.last = last
        self.email = first + '.' + last + '@email.com'
        self.pay = pay

huytung228

class Employee:
    
    raise_amount = 1.05
    num_of_emps = 0

    def __init__(self, first, last, pay):
        self.first = first
        self.last = last
        self.pay = pay
        self.email = first+'.'+last+'@company.com'

huytung228

class Employee:
    
    raise_amount = 1.05
    num_of_emps = 0

    def __init__(self, first, last, pay):
        self.first = first
        self.last = last
        self.pay = pay
        self.email = first+'.'+last+'@company.com'

huytung228

class Employee:
    
    def __init__(self, first, last, pay):
        self.first = first
        self.last = last
        self.pay = pay
        self.email = first+'.'+last+'@company.com'
    
    def fullname(self):
        return f"{self.first} {self.last}"

huytung228

import asyncio

async def count():
    print("One")
    await asyncio.sleep(1)
    print("Two")

async def main():
    await asyncio.gather(count(), count(), count())