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Plant Identification Apps

The document provides links to resources about starting a plant identification app project using artificial intelligence and computer vision techniques. Several links discuss using deep learning algorithms and convolutional neural networks for automated plant species identification from images. Other links cover building plant identification algorithms, obtaining suitable image datasets, and evaluating classifiers. Developing a plant identification app involves selecting an appropriate machine learning approach and collecting or curating a plant image database.
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0% found this document useful (0 votes)
352 views4 pages

Plant Identification Apps

The document provides links to resources about starting a plant identification app project using artificial intelligence and computer vision techniques. Several links discuss using deep learning algorithms and convolutional neural networks for automated plant species identification from images. Other links cover building plant identification algorithms, obtaining suitable image datasets, and evaluating classifiers. Developing a plant identification app involves selecting an appropriate machine learning approach and collecting or curating a plant image database.
Copyright
© © All Rights Reserved
We take content rights seriously. If you suspect this is your content, claim it here.
Available Formats
Download as DOCX, PDF, TXT or read online on Scribd
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starting a plant identification app project - Google Search

https://www.google.com/search?
q=starting+a+plant+identification+app+project&sxsrf=ALeKk006qlRMykurncG58YExXhvA3sCPwQ:16
11576988415&ei=nLYOYM_jGPjF4-
EPqJWgiAc&start=10&sa=N&ved=2ahUKEwjPobCPiLfuAhX44jgGHagKCHEQ8NMDegQIExBI&biw=136
6&bih=625

g0v Grant: Taiwan’s first open source plant identification app uses AI and AR to identify endemic
species in Taiwan | by OCF | g0v.news

https://g0v.news/plantidentification-997150817984

Accueil - Pl@ntNet

https://plantnet.org/en/

63131.pdf The Research on the Application of Plant Identification and Mobile Learning APP based on
Expert System – more on guiding students for teaching

https://www.scitepress.org/papers/2017/63131/63131.pdf

ML Project- Build a plant species identification algorithm

https://www.dezyre.com/project-use-case/identify-plant-species-with-image-benchmarking-
classifiers

Flowers, leaves or both? How to obtain suitable images for automated plant identification | Plant
Methods | Full Text

https://plantmethods.biomedcentral.com/articles/10.1186/s13007-019-0462-4

The Pl@ntnet project: plant computational identification and collaborative information system –
Agritrop – UNABLE TO ACCESS now

http://agritrop.cirad.fr/561972/

Automated plant species identification—Trends and future directions: MOST RELEVANT

https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1005993

ResearchGate
https://www.researchgate.net/publication/330492923_A_study_on_plant_recognition_using_conve
ntional_image_processing_and_deep_learning_approaches/link/5cf0e2e692851c4dd01cc420/downl
oad

S.AnubhaPearline_Astudyonplantrecognitionusingconventionalimageprocessinganddeeplearningapp
roaches_2019.pdf

file:///C:/Users/Praneeth/Downloads/S.AnubhaPearline_Astudyonplantrecognitionusingconventiona
limageprocessinganddeeplearningapproaches_2019.pdf

________________________________________________________________________-

Deep Learning @ IFCA

http://deep.ifca.es/#plants

Large-Scale Plant Classification with Deep Neural Networks

https://arxiv.org/pdf/1706.03736.pdf

Deep_Learning_for_Plant_Identification_in_Natural_.pdf

file:///C:/Users/Praneeth/Downloads/Deep_Learning_for_Plant_Identification_in_Natural_.pdf

Plant Species Identification Using Computer Vision Techniques: A Systematic Literature Review |
SpringerLink

https://link.springer.com/article/10.1007/s11831-016-9206-z

plant identification by deep learning - Google Search

https://www.google.com/search?
q=plant+identification+by+deep+learning&sxsrf=ALeKk00xHyP6SUgfK5y0-
6_MuXxSjTfDZg:1611576289405&ei=4bMOYJSdGPWX4-
EPrNKFgAg&start=10&sa=N&ved=2ahUKEwjUkYjChbfuAhX1yzgGHSxpAYAQ8NMDegQIDBBI&biw=13
66&bih=625

Deep Residual Networks for Plant Identification – ScienceDirect – leaf identification

https://www.sciencedirect.com/science/article/pii/S1877050919306945
Plant Identification: Experts vs. Machines in the Era of Deep Learning | SpringerLink

https://link.springer.com/chapter/10.1007/978-3-319-76445-0_8

Flowers, leaves or both? How to obtain suitable images for automated plant identification | Plant
Methods | Full Text

https://plantmethods.biomedcentral.com/articles/10.1186/s13007-019-0462-4

Fine-Grained Plant Identification using wide and deep learning model <sup>1</sup> - IEEE
Conference Publication

https://ieeexplore.ieee.org/document/8669407

Frontiers | Using Deep Learning for Image-Based Plant Disease Detection | Plant Science

https://www.frontiersin.org/articles/10.3389/fpls.2016.01419/full

Automated plant species identification—Trends and future directions

https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1005993

Image-based Plant Species Identification with Deep Convolutional Neural Networks

http://ceur-ws.org/Vol-1866/paper_174.pdf

Plant Identification Methodologies using Machine Learning Algorithms

https://www.ijert.org/research/plant-identification-methodologies-using-machine-learning-
algorithms-IJERTV8IS030116.pdf

viewcontent.cgi

https://digitalcommons.calpoly.edu/cgi/viewcontent.cgi?article=1271&context=cpesp

ac_2.pdf

https://www.leadingindia.ai/downloads/projects/AC/ac_2.pdf

Full article: Automated plant identification using artificial neural network and support vector
machine
https://www.tandfonline.com/doi/full/10.1080/21553769.2017.1412361

plant identification app in Bangalore - Google Search

https://www.google.com/search?
q=plant+identification+app+in+Bangalore&oq=plant+identification+app+in+Bangalore&aqs=chrome.
.69i57j0i333l2.6451j1j7&sourceid=chrome&ie=UTF-8

plant identification Artificial Intelligence India - Google Search

https://www.google.com/search?sxsrf=ALeKk027CyYZ5bTxVbFoewpNwXoFYkZbiQ
%3A1611576571047&ei=-7QOYPKvAo-N4-
EP5oGeyAc&q=plant+identification+Artificial+Intelligence+India&oq=plant+identification+Artificial+I
ntelligence+India&gs_lcp=CgZwc3ktYWIQAzIFCCEQoAE6BwgjELADECc6BwgAEEcQsAM6BAgjECc6Cgg
AELEDEMkDEEM6BQgAEJECOgUIABCxAzoCCAA6CggAELEDEBQQhwI6CAgAEMkDEJECOg0IABCxAxDJ
AxAUEIcCOgcIIxDJAxAnOgUIABDJAzoGCAAQFhAeOggIIRAWEB0QHjoECCEQFToLCAAQyQMQCBANEB
46CAgAEAgQDRAeULpeWJKWAWCylwFoBHACeAKAAcICiAHySJIBCTAuMTkuMjUuMZgBAKABAaoBB2
d3cy13aXrIAQnAAQE&sclient=psy-
ab&ved=0ahUKEwiyma7IhrfuAhWPxjgGHeaAB3kQ4dUDCA0&uact=5

Plant Identification Based on Artificial Intelligence

https://www.researchgate.net/publication/272111459_Plant_Identification_Based_on_Artificial_Int
elligence

Machine learning in medicinal plants recognition: a review | SpringerLink

https://link.springer.com/article/10.1007/s10462-020-09847-0

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