iHawk

The project

This AI project arose from the need of pineapple farmers to know how many fruits are in their fields. Until now, these farmers would take photos with their drones and send them to companies where pineapples were manually counted.

The objective of this platform is to eliminate any possible human error in pineapple counting through artificial intelligence, and to provide a report and different images within approximately 2 hours.

iHawk is a platform that allows image processing through artificial intelligence. It provides users with the ability to manage their images autonomously, obtaining processing results in just a few minutes.

The platform's potential lies in the development of an artificial intelligence capable of counting pineapples from an image of plantation fields. In addition, we offer the added value of a user-friendly portal, allowing users to obtain their results in just a few hours without the need for third-party assistance or technical knowledge.

Challenges

Eliminating human error in counting
Image processing using AI
Creating an intuitive and simple portal

The solution

Once the images are obtained, our AI system will work by analysing them, generating three different images (terraces, plants, and density) and other data. Once the process is completed, the user can consult the information whenever they want and download the generated report.

We can talk about three differentiated parts in the development of the platform:

The web portal developed with the latest Microsoft technologies and together with a SQL database, all hosted on Azure. This portal is used by the user to upload their images and be able to consult those that have already been processed.
The image container, both those uploaded by the user and those generated by the system itself. These images are hosted on a specific Azure file system, Azure Storage File Shares.
An Azure virtual machine where the AI process developed for pineapple counting is hosted. Additionally, a queue management process is also hosted here, which is responsible for managing user requests according to the order of arrival and subsequently updating the processed image with the results.

The result

The development of this solution has enabled a user to process the images of his crops quickly, safely and autonomously. In approximately 2 hours they can consult the results supported by the images of terraces, plant and density generated by the system itself.

Finally, a platform has been created in which any user can receive images and reports on the counting of their products and other relevant data tailored to their needs thanks to its artificial intelligence.

Name	Description	Type	Provider
COOKIE_SUPPORT	This cookie determines whether your browser accepts cookies.	HTTP	izertis.com
INGRESSCOOKIE	Records which pool is serving the visitor. This is used in relation to load balancing to optimize the user's experience.	HTTP	izertis.com
JSESSIONID	Preserves user states on all requests on the page.	HTTP	izertis.com
LFR_SESSION_STATE_20103	Cookie used by the web portal for session time control.	HTTP	izertis.com

Name	Description	Type	Provider	com.cookies.table.life
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lang	Remember the language selected by a user with which to view a web page.	HTTP	ads.linkedin.com

Name	Description	Type	Provider
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bounce	Determines whether a visitor leaves the website immediately - This information is used for internal statistics and analysis by the web operator.	Pixel	adnxs.com
cb	Collect information about the visitor's IP address, geographic location and navigation. This information is used for internal optimization and statistics for the web operator.	Pixel	pixel.prfct.co
cb	Collect information about the visitor's IP address, geographic location and navigation. This information is used for internal optimization and statistics for the web operator.	Pixel	pixel-geo.prfct.co
personalization_id	Set by Twitter - The cookie allows the visitor to share web content on their Twitter profile.	HTTP	twitter.com
seg	It records statistical data of visitor behavior on the web. This is used for internal analysis by the web operator.	Pixel	adnxs.com
seg	It records statistical data of visitor behavior on the web. This is used for internal analysis by the web operator.	Pixel	pixel-geo.prfct.co

Name	Description	Type	Provider
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__ss_referrer	Collect information about visitor behavior on multiple websites - This information is used within the web to optimize the relevance of advertising. The cookie also helps determine how the visitor accesses the website.	HTTP	izertis.com
__ss_tk	Collect information about visitor behavior on multiple websites - This information is used within the web to optimize the relevance of advertising. The cookie also helps determine how the visitor accesses the website.	HTTP	izertis.com
_fbp	Used by Facebook to provide a number of advertising products such as real-time bidding from third-party advertisers.	HTTP	izertis.com
A3	Collect information about visitor behavior on multiple websites - This information is used within the web to optimize the relevance of advertising.	HTTP	yahoo.com
ads/ga-audiences	Used by Google AdWords to reconnect with visitors who have the potential to become customers, it is based on the customer's online behavior through the websites.	Pixel	google.com
anj	Registers a unique ID that identifies the device of a return user. Identification is used for specific ads.	HTTP	adnxs.com
bcookie	Registers a unique ID that identifies the device of a return user. Identification is used for specific ads.	HTTP	linkedin.com
bscookie	Used by the LinkedIn social networking service to track the use of embedded services.	HTTP	linkedin.com
cs	This cookie is used to improve the relevance of advertisements by collecting visitor data on multiple websites. This exchange of visitor data is usually offered by an exchange of advertisements or third-party data center.	Pixel	pixel-geo.prfct.co
d/px	Collects data from user preferences and behavior on the web - This information is used to produce content and advertising more relevant to a particular user.	Pixel	adsymptotic.com
fr	Used by Facebook to provide a number of advertising products such as real-time bidding from third-party advertisers.	HTTP	facebook.com
getuid	The audience manager configures this cookie to determine the time and frequency of visitor data synchronization. Synchronizing the data cookie is used to synchronize and gather visitor data from various websites.	Pixel	adnxs.com
i	It records anonymous user data, such as your IP address, geographic location, websites visited and which ads the user clicked, in order to optimize the display of ads based on the user's movement on websites that use the same ad network.	HTTP	openx.net
i/adsct	The cookie is used Twitter.com to determine the number of visitors accessing we b through Twitter advertising content.	Pixel	twitter.com
IDE	Used by Google DoubleClick to record and report user actions on the website after viewing or clicking on one of the advertiser's ads for the purpose of measuring the effectiveness of an ad and presenting user-specific ads.	HTTP	doubleclick.net
koitk	Used by Google DoubleClick to record and report user actions on the website after viewing or clicking on one of the advertiser's ads for the purpose of measuring the effectiveness of an ad and presenting user-specific ads.	HTTP	marketingautomation.services
lang	Set by LinkedIn when a web page contains an embedded Follow Us panel.	HTTP	linkedin.com
lidc	Used by the LinkedIn social networking service to track the use of embedded services.	HTTP	linkedin.com
lissc	Used by the LinkedIn social networking service to track the use of embedded services.	HTTP	linkedin.com
na_id	Used to recognize the visitor in his re-entry. This allows the website to record the visitor's behavior and facilitate the social media sharing feature provided by Addthis.com.	HTTP	addthis.com
ouid	Sets an identification string for a specific visitor. This is used to recognize the visitor in their re-entry. In addition, it allows the website to record the behavior of the visitor and facilitates the function of sharing on social networks provided by Addthis.com.	HTTP	addthis.com
pa_#_ts	Used on websites that use the same ad network to show ads to others to network nunciants.	HTTP	prfct.co
pa_uid	Used on websites that use the same ad network to show ads to other advertisers on the network.	HTTP	prfct.co
test_cookie	Used to check if the user's browser supports cookies.	HTTP	doubleclick.net
tr	Used by Facebook to provide a number of advertising products such as real-time bidding from third-party advertisers.	Pixel	facebook.com
uid	Creates a unique user ID generated by a machine. AddThis, which is propied ad from Clearspring Technologies, uses user identification to make it possible for the user to share content on various social networks by providing detailed statistics to various providers.	HTTP	addthis.com
usermap	Used to present the visitor with relevant content and advertising - The service is provided by groups of third-party advertising providers, who provide real-time offers to advertisers.	Pixel	pixel-geo.prfct.co
UserMatchHistory	Used to track visitors across multiple websites to present relevant advertising based on visitor preferences.	HTTP	linkedin.com
uuid2	Registers a unique ID that identifies the device of a return user. Identification is used for specific ads.	HTTP	adnxs.com
VISITOR_INFO1_LIVE	Intenta calcular el ancho de banda del usuario en páginas con vídeos de YouTube integrados.	HTTP	youtube.com
w/1.0/sd	Record visitor data such as your IP address, geographic location, and advertising engagement. This information is used to optimize advertising on websites that use OpenX.net.	Pixel	openx.net
YSC	Record a unique ID to maintain statistics of which YouTube videos the user has viewed.	HTTP	youtube.com
yt-remote-cast-installed	Records the user's video player preferences when watching embedded YouTube videos.	HTML	youtube.com
yt-remote-connected-devices	Records the user's video player preferences when watching embedded YouTube videos.	HTML	youtube.com
yt-remote-device-id	Records the user's video player preferences when watching embedded YouTube videos.	HTML	youtube.com
yt-remote-fast-check-period	Records the user's video player preferences when watching embedded YouTube videos.	HTML	youtube.com
yt-remote-session-app	Registra las preferencias del reproductor de vídeo del usuario al ver vídeos incrustados de YouTube.	HTML	youtube.com
yt-remote-session-name	Records the user's video player preferences when watching embedded YouTube videos.	HTML	youtube.com
li_sugr	Used by LinkedIn to track the use of embedded services. The main purpose of this cookie is: Targeting/Advertising.	HTTP	linkedin.com

iHawk

The project

Challenges

The solution

The result

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