Dataford
Interview QuestionsInterview GuidesExperiencesCoaching
New
Pricing
Get started
Dataford
Popular roles
Software EngineerData AnalystData ScientistData EngineerBusiness AnalystAI EngineerMachine Learning EngineerProduct Manager
Browse
Browse All RolesEvery role hub, from analyst to MLBrowse All CompaniesCompany-specific interview loopsAll Interview GuidesThe full guide library
Top questions by role
Software EngineerData AnalystData ScientistData EngineerBusiness AnalystAI EngineerMachine Learning EngineerProduct Manager
Top questions by skill
SQLPythonStatisticsMachine LearningA/B TestingSystem DesignGenerative AIProduct SenseMetricsBehavioral
Browse all questions →Try a mock interview
Experiences
Practice
Mock InterviewsTimed interview simulations with feedbackCoaching1:1 coaching with people at your target companiesSuccess PathYour 6-week structured planModulesCurated lessons by topicWebinarsTalks from ex-Big Tech data leadsPlaygroundA free-form scratch editor
Learn
BlogInterview strategy and career adviceTech Job Market ReportHiring trends across data and AI rolesFor UniversitiesDataford for career centersAbout DatafordWho we are and how we build
Pricing
Build my plan
Bounding Box From 2D Array
00:00
5 left

Bounding Box From 2D Array

EasyPython

Problem

A Reddit image preview is represented by a non-empty 2D array containing only 1s and 0s. The 1s represent background pixels, while the 0s form one solid, axis-aligned rectangular region. Return the coordinates of that region's upper-left and bottom-right corners.

Formal Specification

Implement find_bounding_box(image), where image is a rectangular list of lists of integers. Return [[top_row, left_column], [bottom_row, right_column]]. Coordinates are zero-based, and both corners are inclusive. The input contains at least one 0, and every 0 belongs to the same rectangular region.

Constraints

  • 1 <= len(image) <= 10^4
  • 1 <= len(image[0]) <= 10^4
  • The matrix is rectangular
  • Each cell is either 0 or 1
  • At least one cell is 0
  • All 0s form one solid axis-aligned rectangle

Function Signature

def find_bounding_box(image):
Interviewer

Your question is Bounding Box From 2D Array. Start with the requirements in the Question tab.

Run and submit as often as you like. When you're ready, talk me through your approach or go straight to the code.

You need to log in / sign up to run or submit.
CodePython 3
Sign up free to run your codeLog inLn 2
Run your code to see test output here.