Showing posts with label usecase. Show all posts
Showing posts with label usecase. Show all posts

Sunday, June 10, 2018

Top list of Artificial Intelligence in Indian Agriculture - research ideas

#AIforAgri



List of Agriculture project idea in deep learning / Artificial Intelligence

*) Agriculture is one of the hot areas where AI can be utilized to increase the farmer's crop productivity and reduce the loss.

*) Idea include, classification for disease control, weather prediction etc..

AI for Agriculture

List of agriculture area for AI

*) Plant disease identification using leaf images

*) Plants Recognition using Convolutional Neural Networks

*) Fruits counting for automatic inventory management

*) Land cover segmentation & classification using image data

*) Crop type classification using image classification

*) Pest detection and classification using image classification

*) Weed plant detection from agricultural field images

*) Predicting yield, soil moisture and weather using images processing

*) Plant Gene Classification and Functionality Prediction

*) Automated quality assessment of crops


If anything can be add / missed out, mention in the comments section.



In next blog will discuss possible use-case from AREAS FOR AI INTERVENTION.

Next :

Tuesday, June 5, 2018

#AIforAll - AI in India : Use case & scenario explained by NITI AAYOG

#AIforALL



National Strategy for Artificial Intelligence

*) NITI AAYOG released National Strategy for Artificial Intelligence, Download #AIFORALL


Findings in National Strategy for #AI

Top 5 - #AI Personality mentioned in doc

There are around 30 unique personility mentioned in the #AIforAll doc

Scenario discussed in #AI strategy

Box 1: Machine Learning and Deep Learning


travel substantial distances for basic and advanced healthcare services. (Box 2: What TMH's Cancer


Box 3: Government of India's push for Universal Healthcare Coverage


Box 4: AI for India's cancer woes


Box 5: Application for soil care


Box 7: AI for herbicide optimization


Box 9: Creating ‘smart content' for improved interactivity


Box 10: Microsoft is helping in predicting drop outs in Andhra


Box 12: Effect on R&D


Box 13: What India can learn from other economies in terms of AI


Box 14: The PRAIRIE Institute


reduce operational and maintenance costs while keeping national data secure (Box 11: AIRAWAT)


ICTAI Inc., the overall governing body for ICTAIs, could be the DARPA (see Box 16) equivalent of AI


Box 16: Defense Advanced Research Projects Agency


Box 17: European Organization for Nuclear Research aka CERN


Box 18: Impact sourcing through Samasource


Box 19: Why the focus on PSUs


Box 19: Decoding Explainable AI


Box 20: Differential Privacy


Box 21: ImageNet



Top 5 - Country mentioned in doc

There are 52 unique place mentioned in the strategy documnts
*) India

*) China

*) Japan

*) France

*) Germany


In next blog will discuss possible use-case from AREAS FOR AI INTERVENTION.

Next :

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