SlideShare a Scribd company logo
1 of 9
Autonomous Large-Scale Mowingand Agricultural Weeding Intelligence GPS Laser
Need to decide between mowing and weeding Used framework from class #3 and 12 tips for customer interviews
Weeding – 6 interviews Bolthouse Farms, Large Agri-Industry in Bakersfield Rincon Farms, large grower in Salinas Valley REFCO Farms, large grower in Salinas Valley White Farms, Large Peanut farmer in Georgia 2 Small organic farmers at farmers market
Found weeding in organic crops is HUGE problem; 50 - 75% of costs Crews of 100s-1000 Back-breaking task (Ilegal) labor harder to get  1-5 weedings per year/field $250-3,500 per acre and increasing Food contamination risk
Organic Weeding Value proposition Labor costs are significant YES!; $250-3,500/ac each year; Weeding is 75% of cost of producing the crop! Traditional weed solutions can’t be used in Organic  Duh! Only solution today is manual labor Crews of 100s-1000 are issue  Market is very large  2.6 M organic acres in US.  TAM $2.5B, Initial target market is $150M (veggies & specialty), size doubling every 4 yrs. Combination of Autonomous vehicles and video weed recognition would solve problem Problem is plant vs. weed recognition.  No real need for autonomous vehicle, but real need for a solution
Mowing – 6 interviews Stanford Grounds Supervisor  Maintenance  Lead operator (has crew of 6) Stanford Golf curse  Toro (large mower manufacturer) dealer  User of back-yard mowing system More lined-up for later in the week
Labor is large part of ground maintenance  Three segments: Golf courses  Stadiums  Parks  Each has 2-3 sub types (eg greens, fairways, rough in golf) uses different machines,
Weeding Value proposition Are Labor costs are significant? For 100 acres in Stanford, crew of 6, $43 - $63/hr Work in progress…
Decision to make – mowing vs weeding

More Related Content

Viewers also liked (14)

Nova Stanford 2016
Nova Stanford 2016Nova Stanford 2016
Nova Stanford 2016
 
Share and Tell Stanford 2016
Share and Tell Stanford 2016Share and Tell Stanford 2016
Share and Tell Stanford 2016
 
E245 autonomow week6
E245 autonomow week6E245 autonomow week6
E245 autonomow week6
 
E245 autonomow.wk2
E245 autonomow.wk2 E245 autonomow.wk2
E245 autonomow.wk2
 
E245 autonomow week7
E245 autonomow week7E245 autonomow week7
E245 autonomow week7
 
E245 autonomow week8
E245 autonomow week8E245 autonomow week8
E245 autonomow week8
 
Autonomow E245 final presentation
Autonomow E245 final presentationAutonomow E245 final presentation
Autonomow E245 final presentation
 
Innovation at 50x 031616
Innovation at 50x 031616Innovation at 50x 031616
Innovation at 50x 031616
 
CardiaX I-Corps@NIH 121014
CardiaX I-Corps@NIH 121014CardiaX I-Corps@NIH 121014
CardiaX I-Corps@NIH 121014
 
Gammaglobulin I-Corps@NIH 121014
Gammaglobulin I-Corps@NIH 121014Gammaglobulin I-Corps@NIH 121014
Gammaglobulin I-Corps@NIH 121014
 
Haro Pharmaceutical I-Corps@NIH 121014
Haro Pharmaceutical I-Corps@NIH 121014Haro Pharmaceutical I-Corps@NIH 121014
Haro Pharmaceutical I-Corps@NIH 121014
 
Clinacuity I-Corps@NIH 121014
Clinacuity I-Corps@NIH 121014Clinacuity I-Corps@NIH 121014
Clinacuity I-Corps@NIH 121014
 
Affinity I-Corps@NIH 121014
Affinity I-Corps@NIH 121014Affinity I-Corps@NIH 121014
Affinity I-Corps@NIH 121014
 
BCN Biosciences I-corps@nih 121014
BCN Biosciences I-corps@nih 121014 BCN Biosciences I-corps@nih 121014
BCN Biosciences I-corps@nih 121014
 

Similar to E245 autonomow-week3

Adopting Cover Crop Systems
Adopting Cover Crop SystemsAdopting Cover Crop Systems
Adopting Cover Crop Systemsjbgruver
 
Micro green presentation 1
Micro green presentation 1Micro green presentation 1
Micro green presentation 1hinkleyreport
 
"Controlled Environment Agriculture - The Future of Food"
"Controlled Environment Agriculture - The Future of Food""Controlled Environment Agriculture - The Future of Food"
"Controlled Environment Agriculture - The Future of Food"AG/SUM
 
GMO Use by American Farmers
GMO Use by American FarmersGMO Use by American Farmers
GMO Use by American Farmersaligency
 
Saladacresuvalde3
Saladacresuvalde3Saladacresuvalde3
Saladacresuvalde3alwmsjr
 
Micro farm east 11 1-14
Micro farm east 11 1-14Micro farm east 11 1-14
Micro farm east 11 1-14Randy Shipley
 
WHEAT - Presentation for Discussion with Donors and Partners - June 2013
WHEAT - Presentation for Discussion with Donors and Partners - June 2013WHEAT - Presentation for Discussion with Donors and Partners - June 2013
WHEAT - Presentation for Discussion with Donors and Partners - June 2013cgxchange
 
WHEAT - Presentation for Discussion with Donors and Partners - June 2013
WHEAT - Presentation for Discussion with Donors and Partners - June 2013WHEAT - Presentation for Discussion with Donors and Partners - June 2013
WHEAT - Presentation for Discussion with Donors and Partners - June 2013CGIAR
 
Michael Csukai
Michael CsukaiMichael Csukai
Michael CsukaiBioDundee
 
“What would it take to build a truly resilient local food system?"
“What would it take to build a truly resilient local food system?"“What would it take to build a truly resilient local food system?"
“What would it take to build a truly resilient local food system?"Guy Dauncey
 
Industrial hemp bioactives the agricultural perspective
Industrial hemp bioactives  the agricultural perspectiveIndustrial hemp bioactives  the agricultural perspective
Industrial hemp bioactives the agricultural perspectiveMorris Johnson
 
Organic Greenhouse Tomato Production
Organic Greenhouse Tomato ProductionOrganic Greenhouse Tomato Production
Organic Greenhouse Tomato ProductionElisaMendelsohn
 
Organic Greenhouse Tomato Production
Organic Greenhouse Tomato ProductionOrganic Greenhouse Tomato Production
Organic Greenhouse Tomato ProductionElisaMendelsohn
 

Similar to E245 autonomow-week3 (20)

Sustainable Agriculture and Food Security
Sustainable Agriculture and Food SecuritySustainable Agriculture and Food Security
Sustainable Agriculture and Food Security
 
Conversion to Organic Vegetable Gardening
Conversion to Organic Vegetable GardeningConversion to Organic Vegetable Gardening
Conversion to Organic Vegetable Gardening
 
Thomas Redick
Thomas RedickThomas Redick
Thomas Redick
 
Adopting Cover Crop Systems
Adopting Cover Crop SystemsAdopting Cover Crop Systems
Adopting Cover Crop Systems
 
Micro green presentation 1
Micro green presentation 1Micro green presentation 1
Micro green presentation 1
 
Micro green presentation 1
Micro green presentation 1Micro green presentation 1
Micro green presentation 1
 
"Controlled Environment Agriculture - The Future of Food"
"Controlled Environment Agriculture - The Future of Food""Controlled Environment Agriculture - The Future of Food"
"Controlled Environment Agriculture - The Future of Food"
 
Current issues and trends in Seed Industry, BioAsia 2010
Current issues and trends in Seed Industry, BioAsia 2010Current issues and trends in Seed Industry, BioAsia 2010
Current issues and trends in Seed Industry, BioAsia 2010
 
GMO Use by American Farmers
GMO Use by American FarmersGMO Use by American Farmers
GMO Use by American Farmers
 
FoodWaste
FoodWasteFoodWaste
FoodWaste
 
Week 8 gmo
Week 8   gmoWeek 8   gmo
Week 8 gmo
 
Saladacresuvalde3
Saladacresuvalde3Saladacresuvalde3
Saladacresuvalde3
 
Micro farm east 11 1-14
Micro farm east 11 1-14Micro farm east 11 1-14
Micro farm east 11 1-14
 
WHEAT - Presentation for Discussion with Donors and Partners - June 2013
WHEAT - Presentation for Discussion with Donors and Partners - June 2013WHEAT - Presentation for Discussion with Donors and Partners - June 2013
WHEAT - Presentation for Discussion with Donors and Partners - June 2013
 
WHEAT - Presentation for Discussion with Donors and Partners - June 2013
WHEAT - Presentation for Discussion with Donors and Partners - June 2013WHEAT - Presentation for Discussion with Donors and Partners - June 2013
WHEAT - Presentation for Discussion with Donors and Partners - June 2013
 
Michael Csukai
Michael CsukaiMichael Csukai
Michael Csukai
 
“What would it take to build a truly resilient local food system?"
“What would it take to build a truly resilient local food system?"“What would it take to build a truly resilient local food system?"
“What would it take to build a truly resilient local food system?"
 
Industrial hemp bioactives the agricultural perspective
Industrial hemp bioactives  the agricultural perspectiveIndustrial hemp bioactives  the agricultural perspective
Industrial hemp bioactives the agricultural perspective
 
Organic Greenhouse Tomato Production
Organic Greenhouse Tomato ProductionOrganic Greenhouse Tomato Production
Organic Greenhouse Tomato Production
 
Organic Greenhouse Tomato Production
Organic Greenhouse Tomato ProductionOrganic Greenhouse Tomato Production
Organic Greenhouse Tomato Production
 

More from Stanford University

Team Networks - 2022 Technology, Innovation & Great Power Competition
Team Networks  - 2022 Technology, Innovation & Great Power CompetitionTeam Networks  - 2022 Technology, Innovation & Great Power Competition
Team Networks - 2022 Technology, Innovation & Great Power CompetitionStanford University
 
Team LiOn Batteries - 2022 Technology, Innovation & Great Power Competition
Team LiOn Batteries  - 2022 Technology, Innovation & Great Power CompetitionTeam LiOn Batteries  - 2022 Technology, Innovation & Great Power Competition
Team LiOn Batteries - 2022 Technology, Innovation & Great Power CompetitionStanford University
 
Team Quantum - 2022 Technology, Innovation & Great Power Competition
Team Quantum  - 2022 Technology, Innovation & Great Power CompetitionTeam Quantum  - 2022 Technology, Innovation & Great Power Competition
Team Quantum - 2022 Technology, Innovation & Great Power CompetitionStanford University
 
Team Disinformation - 2022 Technology, Innovation & Great Power Competition
Team Disinformation  - 2022 Technology, Innovation & Great Power CompetitionTeam Disinformation  - 2022 Technology, Innovation & Great Power Competition
Team Disinformation - 2022 Technology, Innovation & Great Power CompetitionStanford University
 
Team Wargames - 2022 Technology, Innovation & Great Power Competition
Team Wargames  - 2022 Technology, Innovation & Great Power CompetitionTeam Wargames  - 2022 Technology, Innovation & Great Power Competition
Team Wargames - 2022 Technology, Innovation & Great Power CompetitionStanford University
 
Team Acquistion - 2022 Technology, Innovation & Great Power Competition
Team Acquistion  - 2022 Technology, Innovation & Great Power Competition Team Acquistion  - 2022 Technology, Innovation & Great Power Competition
Team Acquistion - 2022 Technology, Innovation & Great Power Competition Stanford University
 
Team Climate Change - 2022 Technology, Innovation & Great Power Competition
Team Climate Change - 2022 Technology, Innovation & Great Power Competition Team Climate Change - 2022 Technology, Innovation & Great Power Competition
Team Climate Change - 2022 Technology, Innovation & Great Power Competition Stanford University
 
Altuna Engr245 2022 Lessons Learned
Altuna Engr245 2022 Lessons LearnedAltuna Engr245 2022 Lessons Learned
Altuna Engr245 2022 Lessons LearnedStanford University
 
Invisa Engr245 2022 Lessons Learned
Invisa Engr245 2022 Lessons LearnedInvisa Engr245 2022 Lessons Learned
Invisa Engr245 2022 Lessons LearnedStanford University
 
ānanda Engr245 2022 Lessons Learned
ānanda Engr245 2022 Lessons Learnedānanda Engr245 2022 Lessons Learned
ānanda Engr245 2022 Lessons LearnedStanford University
 
Gordian Knot Center Roundtable w/Depty SecDef
Gordian Knot Center Roundtable w/Depty SecDef Gordian Knot Center Roundtable w/Depty SecDef
Gordian Knot Center Roundtable w/Depty SecDef Stanford University
 
Team Army venture capital - 2021 Technology, Innovation & Great Power Competi...
Team Army venture capital - 2021 Technology, Innovation & Great Power Competi...Team Army venture capital - 2021 Technology, Innovation & Great Power Competi...
Team Army venture capital - 2021 Technology, Innovation & Great Power Competi...Stanford University
 
Team Army venture capital - 2021 Technology, Innovation & Great Power Competi...
Team Army venture capital - 2021 Technology, Innovation & Great Power Competi...Team Army venture capital - 2021 Technology, Innovation & Great Power Competi...
Team Army venture capital - 2021 Technology, Innovation & Great Power Competi...Stanford University
 
Team Catena - 2021 Technology, Innovation & Great Power Competition
Team Catena - 2021 Technology, Innovation & Great Power CompetitionTeam Catena - 2021 Technology, Innovation & Great Power Competition
Team Catena - 2021 Technology, Innovation & Great Power CompetitionStanford University
 
Team Apollo - 2021 Technology, Innovation & Great Power Competition
Team Apollo - 2021 Technology, Innovation & Great Power CompetitionTeam Apollo - 2021 Technology, Innovation & Great Power Competition
Team Apollo - 2021 Technology, Innovation & Great Power CompetitionStanford University
 
Team Drone - 2021 Technology, Innovation & Great Power Competition
Team Drone - 2021 Technology, Innovation & Great Power CompetitionTeam Drone - 2021 Technology, Innovation & Great Power Competition
Team Drone - 2021 Technology, Innovation & Great Power CompetitionStanford University
 
Team Short Circuit - 2021 Technology, Innovation & Great Power Competition
Team Short Circuit - 2021 Technology, Innovation & Great Power CompetitionTeam Short Circuit - 2021 Technology, Innovation & Great Power Competition
Team Short Circuit - 2021 Technology, Innovation & Great Power CompetitionStanford University
 
Team Aurora - 2021 Technology, Innovation & Great Power Competition
Team Aurora - 2021 Technology, Innovation & Great Power CompetitionTeam Aurora - 2021 Technology, Innovation & Great Power Competition
Team Aurora - 2021 Technology, Innovation & Great Power CompetitionStanford University
 
Team Conflicted Capital Team - 2021 Technology, Innovation & Great Power Comp...
Team Conflicted Capital Team - 2021 Technology, Innovation & Great Power Comp...Team Conflicted Capital Team - 2021 Technology, Innovation & Great Power Comp...
Team Conflicted Capital Team - 2021 Technology, Innovation & Great Power Comp...Stanford University
 
Lecture 8 - Technology, Innovation and Great Power Competition - Cyber
Lecture 8 - Technology, Innovation and Great Power Competition - CyberLecture 8 - Technology, Innovation and Great Power Competition - Cyber
Lecture 8 - Technology, Innovation and Great Power Competition - CyberStanford University
 

More from Stanford University (20)

Team Networks - 2022 Technology, Innovation & Great Power Competition
Team Networks  - 2022 Technology, Innovation & Great Power CompetitionTeam Networks  - 2022 Technology, Innovation & Great Power Competition
Team Networks - 2022 Technology, Innovation & Great Power Competition
 
Team LiOn Batteries - 2022 Technology, Innovation & Great Power Competition
Team LiOn Batteries  - 2022 Technology, Innovation & Great Power CompetitionTeam LiOn Batteries  - 2022 Technology, Innovation & Great Power Competition
Team LiOn Batteries - 2022 Technology, Innovation & Great Power Competition
 
Team Quantum - 2022 Technology, Innovation & Great Power Competition
Team Quantum  - 2022 Technology, Innovation & Great Power CompetitionTeam Quantum  - 2022 Technology, Innovation & Great Power Competition
Team Quantum - 2022 Technology, Innovation & Great Power Competition
 
Team Disinformation - 2022 Technology, Innovation & Great Power Competition
Team Disinformation  - 2022 Technology, Innovation & Great Power CompetitionTeam Disinformation  - 2022 Technology, Innovation & Great Power Competition
Team Disinformation - 2022 Technology, Innovation & Great Power Competition
 
Team Wargames - 2022 Technology, Innovation & Great Power Competition
Team Wargames  - 2022 Technology, Innovation & Great Power CompetitionTeam Wargames  - 2022 Technology, Innovation & Great Power Competition
Team Wargames - 2022 Technology, Innovation & Great Power Competition
 
Team Acquistion - 2022 Technology, Innovation & Great Power Competition
Team Acquistion  - 2022 Technology, Innovation & Great Power Competition Team Acquistion  - 2022 Technology, Innovation & Great Power Competition
Team Acquistion - 2022 Technology, Innovation & Great Power Competition
 
Team Climate Change - 2022 Technology, Innovation & Great Power Competition
Team Climate Change - 2022 Technology, Innovation & Great Power Competition Team Climate Change - 2022 Technology, Innovation & Great Power Competition
Team Climate Change - 2022 Technology, Innovation & Great Power Competition
 
Altuna Engr245 2022 Lessons Learned
Altuna Engr245 2022 Lessons LearnedAltuna Engr245 2022 Lessons Learned
Altuna Engr245 2022 Lessons Learned
 
Invisa Engr245 2022 Lessons Learned
Invisa Engr245 2022 Lessons LearnedInvisa Engr245 2022 Lessons Learned
Invisa Engr245 2022 Lessons Learned
 
ānanda Engr245 2022 Lessons Learned
ānanda Engr245 2022 Lessons Learnedānanda Engr245 2022 Lessons Learned
ānanda Engr245 2022 Lessons Learned
 
Gordian Knot Center Roundtable w/Depty SecDef
Gordian Knot Center Roundtable w/Depty SecDef Gordian Knot Center Roundtable w/Depty SecDef
Gordian Knot Center Roundtable w/Depty SecDef
 
Team Army venture capital - 2021 Technology, Innovation & Great Power Competi...
Team Army venture capital - 2021 Technology, Innovation & Great Power Competi...Team Army venture capital - 2021 Technology, Innovation & Great Power Competi...
Team Army venture capital - 2021 Technology, Innovation & Great Power Competi...
 
Team Army venture capital - 2021 Technology, Innovation & Great Power Competi...
Team Army venture capital - 2021 Technology, Innovation & Great Power Competi...Team Army venture capital - 2021 Technology, Innovation & Great Power Competi...
Team Army venture capital - 2021 Technology, Innovation & Great Power Competi...
 
Team Catena - 2021 Technology, Innovation & Great Power Competition
Team Catena - 2021 Technology, Innovation & Great Power CompetitionTeam Catena - 2021 Technology, Innovation & Great Power Competition
Team Catena - 2021 Technology, Innovation & Great Power Competition
 
Team Apollo - 2021 Technology, Innovation & Great Power Competition
Team Apollo - 2021 Technology, Innovation & Great Power CompetitionTeam Apollo - 2021 Technology, Innovation & Great Power Competition
Team Apollo - 2021 Technology, Innovation & Great Power Competition
 
Team Drone - 2021 Technology, Innovation & Great Power Competition
Team Drone - 2021 Technology, Innovation & Great Power CompetitionTeam Drone - 2021 Technology, Innovation & Great Power Competition
Team Drone - 2021 Technology, Innovation & Great Power Competition
 
Team Short Circuit - 2021 Technology, Innovation & Great Power Competition
Team Short Circuit - 2021 Technology, Innovation & Great Power CompetitionTeam Short Circuit - 2021 Technology, Innovation & Great Power Competition
Team Short Circuit - 2021 Technology, Innovation & Great Power Competition
 
Team Aurora - 2021 Technology, Innovation & Great Power Competition
Team Aurora - 2021 Technology, Innovation & Great Power CompetitionTeam Aurora - 2021 Technology, Innovation & Great Power Competition
Team Aurora - 2021 Technology, Innovation & Great Power Competition
 
Team Conflicted Capital Team - 2021 Technology, Innovation & Great Power Comp...
Team Conflicted Capital Team - 2021 Technology, Innovation & Great Power Comp...Team Conflicted Capital Team - 2021 Technology, Innovation & Great Power Comp...
Team Conflicted Capital Team - 2021 Technology, Innovation & Great Power Comp...
 
Lecture 8 - Technology, Innovation and Great Power Competition - Cyber
Lecture 8 - Technology, Innovation and Great Power Competition - CyberLecture 8 - Technology, Innovation and Great Power Competition - Cyber
Lecture 8 - Technology, Innovation and Great Power Competition - Cyber
 

Recently uploaded

Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...
Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...
Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...DhatriParmar
 
Textual Evidence in Reading and Writing of SHS
Textual Evidence in Reading and Writing of SHSTextual Evidence in Reading and Writing of SHS
Textual Evidence in Reading and Writing of SHSMae Pangan
 
Congestive Cardiac Failure..presentation
Congestive Cardiac Failure..presentationCongestive Cardiac Failure..presentation
Congestive Cardiac Failure..presentationdeepaannamalai16
 
Decoding the Tweet _ Practical Criticism in the Age of Hashtag.pptx
Decoding the Tweet _ Practical Criticism in the Age of Hashtag.pptxDecoding the Tweet _ Practical Criticism in the Age of Hashtag.pptx
Decoding the Tweet _ Practical Criticism in the Age of Hashtag.pptxDhatriParmar
 
Scientific Writing :Research Discourse
Scientific  Writing :Research  DiscourseScientific  Writing :Research  Discourse
Scientific Writing :Research DiscourseAnita GoswamiGiri
 
MS4 level being good citizen -imperative- (1) (1).pdf
MS4 level   being good citizen -imperative- (1) (1).pdfMS4 level   being good citizen -imperative- (1) (1).pdf
MS4 level being good citizen -imperative- (1) (1).pdfMr Bounab Samir
 
Transaction Management in Database Management System
Transaction Management in Database Management SystemTransaction Management in Database Management System
Transaction Management in Database Management SystemChristalin Nelson
 
Mythology Quiz-4th April 2024, Quiz Club NITW
Mythology Quiz-4th April 2024, Quiz Club NITWMythology Quiz-4th April 2024, Quiz Club NITW
Mythology Quiz-4th April 2024, Quiz Club NITWQuiz Club NITW
 
4.16.24 Poverty and Precarity--Desmond.pptx
4.16.24 Poverty and Precarity--Desmond.pptx4.16.24 Poverty and Precarity--Desmond.pptx
4.16.24 Poverty and Precarity--Desmond.pptxmary850239
 
Active Learning Strategies (in short ALS).pdf
Active Learning Strategies (in short ALS).pdfActive Learning Strategies (in short ALS).pdf
Active Learning Strategies (in short ALS).pdfPatidar M
 
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptx
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptxQ4-PPT-Music9_Lesson-1-Romantic-Opera.pptx
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptxlancelewisportillo
 
Concurrency Control in Database Management system
Concurrency Control in Database Management systemConcurrency Control in Database Management system
Concurrency Control in Database Management systemChristalin Nelson
 
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdfGrade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdfJemuel Francisco
 
Unraveling Hypertext_ Analyzing Postmodern Elements in Literature.pptx
Unraveling Hypertext_ Analyzing  Postmodern Elements in  Literature.pptxUnraveling Hypertext_ Analyzing  Postmodern Elements in  Literature.pptx
Unraveling Hypertext_ Analyzing Postmodern Elements in Literature.pptxDhatriParmar
 
ROLES IN A STAGE PRODUCTION in arts.pptx
ROLES IN A STAGE PRODUCTION in arts.pptxROLES IN A STAGE PRODUCTION in arts.pptx
ROLES IN A STAGE PRODUCTION in arts.pptxVanesaIglesias10
 
ClimART Action | eTwinning Project
ClimART Action    |    eTwinning ProjectClimART Action    |    eTwinning Project
ClimART Action | eTwinning Projectjordimapav
 
Reading and Writing Skills 11 quarter 4 melc 1
Reading and Writing Skills 11 quarter 4 melc 1Reading and Writing Skills 11 quarter 4 melc 1
Reading and Writing Skills 11 quarter 4 melc 1GloryAnnCastre1
 

Recently uploaded (20)

Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...
Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...
Beauty Amidst the Bytes_ Unearthing Unexpected Advantages of the Digital Wast...
 
Textual Evidence in Reading and Writing of SHS
Textual Evidence in Reading and Writing of SHSTextual Evidence in Reading and Writing of SHS
Textual Evidence in Reading and Writing of SHS
 
Congestive Cardiac Failure..presentation
Congestive Cardiac Failure..presentationCongestive Cardiac Failure..presentation
Congestive Cardiac Failure..presentation
 
Decoding the Tweet _ Practical Criticism in the Age of Hashtag.pptx
Decoding the Tweet _ Practical Criticism in the Age of Hashtag.pptxDecoding the Tweet _ Practical Criticism in the Age of Hashtag.pptx
Decoding the Tweet _ Practical Criticism in the Age of Hashtag.pptx
 
prashanth updated resume 2024 for Teaching Profession
prashanth updated resume 2024 for Teaching Professionprashanth updated resume 2024 for Teaching Profession
prashanth updated resume 2024 for Teaching Profession
 
Scientific Writing :Research Discourse
Scientific  Writing :Research  DiscourseScientific  Writing :Research  Discourse
Scientific Writing :Research Discourse
 
MS4 level being good citizen -imperative- (1) (1).pdf
MS4 level   being good citizen -imperative- (1) (1).pdfMS4 level   being good citizen -imperative- (1) (1).pdf
MS4 level being good citizen -imperative- (1) (1).pdf
 
Transaction Management in Database Management System
Transaction Management in Database Management SystemTransaction Management in Database Management System
Transaction Management in Database Management System
 
Mythology Quiz-4th April 2024, Quiz Club NITW
Mythology Quiz-4th April 2024, Quiz Club NITWMythology Quiz-4th April 2024, Quiz Club NITW
Mythology Quiz-4th April 2024, Quiz Club NITW
 
Paradigm shift in nursing research by RS MEHTA
Paradigm shift in nursing research by RS MEHTAParadigm shift in nursing research by RS MEHTA
Paradigm shift in nursing research by RS MEHTA
 
4.16.24 Poverty and Precarity--Desmond.pptx
4.16.24 Poverty and Precarity--Desmond.pptx4.16.24 Poverty and Precarity--Desmond.pptx
4.16.24 Poverty and Precarity--Desmond.pptx
 
Mattingly "AI & Prompt Design: Large Language Models"
Mattingly "AI & Prompt Design: Large Language Models"Mattingly "AI & Prompt Design: Large Language Models"
Mattingly "AI & Prompt Design: Large Language Models"
 
Active Learning Strategies (in short ALS).pdf
Active Learning Strategies (in short ALS).pdfActive Learning Strategies (in short ALS).pdf
Active Learning Strategies (in short ALS).pdf
 
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptx
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptxQ4-PPT-Music9_Lesson-1-Romantic-Opera.pptx
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptx
 
Concurrency Control in Database Management system
Concurrency Control in Database Management systemConcurrency Control in Database Management system
Concurrency Control in Database Management system
 
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdfGrade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
 
Unraveling Hypertext_ Analyzing Postmodern Elements in Literature.pptx
Unraveling Hypertext_ Analyzing  Postmodern Elements in  Literature.pptxUnraveling Hypertext_ Analyzing  Postmodern Elements in  Literature.pptx
Unraveling Hypertext_ Analyzing Postmodern Elements in Literature.pptx
 
ROLES IN A STAGE PRODUCTION in arts.pptx
ROLES IN A STAGE PRODUCTION in arts.pptxROLES IN A STAGE PRODUCTION in arts.pptx
ROLES IN A STAGE PRODUCTION in arts.pptx
 
ClimART Action | eTwinning Project
ClimART Action    |    eTwinning ProjectClimART Action    |    eTwinning Project
ClimART Action | eTwinning Project
 
Reading and Writing Skills 11 quarter 4 melc 1
Reading and Writing Skills 11 quarter 4 melc 1Reading and Writing Skills 11 quarter 4 melc 1
Reading and Writing Skills 11 quarter 4 melc 1
 

E245 autonomow-week3

  • 1. Autonomous Large-Scale Mowingand Agricultural Weeding Intelligence GPS Laser
  • 2. Need to decide between mowing and weeding Used framework from class #3 and 12 tips for customer interviews
  • 3. Weeding – 6 interviews Bolthouse Farms, Large Agri-Industry in Bakersfield Rincon Farms, large grower in Salinas Valley REFCO Farms, large grower in Salinas Valley White Farms, Large Peanut farmer in Georgia 2 Small organic farmers at farmers market
  • 4. Found weeding in organic crops is HUGE problem; 50 - 75% of costs Crews of 100s-1000 Back-breaking task (Ilegal) labor harder to get 1-5 weedings per year/field $250-3,500 per acre and increasing Food contamination risk
  • 5. Organic Weeding Value proposition Labor costs are significant YES!; $250-3,500/ac each year; Weeding is 75% of cost of producing the crop! Traditional weed solutions can’t be used in Organic Duh! Only solution today is manual labor Crews of 100s-1000 are issue Market is very large 2.6 M organic acres in US. TAM $2.5B, Initial target market is $150M (veggies & specialty), size doubling every 4 yrs. Combination of Autonomous vehicles and video weed recognition would solve problem Problem is plant vs. weed recognition. No real need for autonomous vehicle, but real need for a solution
  • 6. Mowing – 6 interviews Stanford Grounds Supervisor Maintenance Lead operator (has crew of 6) Stanford Golf curse Toro (large mower manufacturer) dealer User of back-yard mowing system More lined-up for later in the week
  • 7. Labor is large part of ground maintenance Three segments: Golf courses Stadiums Parks Each has 2-3 sub types (eg greens, fairways, rough in golf) uses different machines,
  • 8. Weeding Value proposition Are Labor costs are significant? For 100 acres in Stanford, crew of 6, $43 - $63/hr Work in progress…
  • 9. Decision to make – mowing vs weeding