Phenotyping Use Cases

DISCOVER TRAITS ASSESSMENTS THAT DRIVES DECISONS FOR AG RESEARCH

Image analysis solutions uses well vetted algorithmsΒ andΒ AI-powered deep learning modules to calculate an ever growing range of traits as plant phenotyping applications are constantly increasing. Discover below a plant phenotyping portfolio of uses cases to dive deeper into crop assessment for agricultural research.

Can we track plant developement & characteristics ?

π“π‘π€π‚πŠ 𝐏𝐋𝐀𝐍𝐓 πƒπ„π•π„π‹πŽππŒπ„ππ“ & π‚π‡π€π‘π€π‚π“π„π‘πˆπ’π“πˆπ‚π’ π‹πˆπŠπ„ 𝐍𝐄𝐕𝐄𝐑 ππ„π…πŽπ‘π„ π–πˆπ“π‡ 𝐓𝐇𝐄 πŒπŽπ’π“ π€π…π…πŽπ‘πƒπ€ππ‹π„ ππ‡π„ππŽπ“π˜ππˆππ† π’π˜π’π“π„πŒ π“πŽ 𝐃𝐀𝐓𝐄 πŸ‘‰ Don’t you ever...

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Can we evaluate trial sites affected by water stress ?

π”ππƒπ„π‘π’π“π€ππƒπˆππ† π˜πˆπ„π‹πƒ πƒπˆπ’π‚π‘π„ππ„ππ‚πˆπ„π’ 𝐁𝐄𝐓𝐖𝐄𝐄𝐍 π“π‘πˆπ€π‹π’ π–πˆπ“π‡ ππ‡π„ππŽπ“π˜ππˆππ† 𝐃𝐀𝐓𝐀 π‚πŽπŒππˆππ„πƒ π“πŽ ππ„πƒπŽπ‚π‹πˆπŒπ€π“πˆπ‚ 𝐃𝐀𝐓𝐀 πŸ‘‰ Agroclimatic traits are powerful deep dives into...

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Can we detect the presence of disease ?

π€π‚π‚π„π’π’πˆππ† 𝐓𝐇𝐄 πˆππ€π‚π‚π„π’π’πˆππ‹π„ π–πˆπ“π‡ πŒπ”π‹π“πˆπ’ππ„π‚π“π‘π€π‹ πˆπŒπ€π†πˆππ† πŸ‘‰ Using the multispectal wavebands to capture information that the human eye can’t is...

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Can we predict harvest date?

ππ‘π„πƒπˆπ‚π“ 𝐇𝐀𝐑𝐕𝐄𝐒𝐓 𝐃𝐀𝐓𝐄 & πŒπ€ππ€π†π„ 𝐇𝐀𝐑𝐕𝐄𝐒𝐓 π‹πŽπ†πˆπ’π“πˆπ‚π’ π‹πˆπŠπ„ 𝐍𝐄𝐕𝐄𝐑 ππ„π…πŽπ‘π„ πŸ‘‰ Are you looking for a methodology to precisely estimate...

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Can we measure plant gaps to assess the quality of your microplot?

π€π”π“πŽπŒπ€π“π„ 𝐏𝐋𝐀𝐍𝐓 π‚πŽπ”ππ“πˆππ† π…πŽπ‘ π˜πŽπ”π‘ π…πˆπ„π‹πƒ π“π‘πˆπ€π‹π’ 𝐀𝐍𝐃 𝐒𝐀𝐕𝐄 π“πˆπŒπ„ π…πŽπ‘ 𝐖𝐇𝐀𝐓 πŒπ€π“π“π„π‘π’ 𝐓𝐇𝐄 πŒπŽπ’π“ 𝐈𝐍 π˜πŽπ”π‘ ππ”π’πˆππ„π’π’ πŸš€ Automating...

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Can we estimate yield early season?

π„π€π‘π‹π˜ π’π„π€π’πŽπ πŽπ‘π†π€π π‚πŽπ”ππ“πˆππ† π“πŽ π„π’π“πˆπŒπ€π“π„ π˜πˆπ„π‹πƒ & πˆπŒππ‘πŽπ•π„ 𝐇𝐀𝐑𝐕𝐄𝐒𝐓 π‹πŽπ†πˆπ’π“πˆπ‚π’ Things you can see with the human eye, but...

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Can we measure water stress and water use efficiency to support drought tolerance research?

πŒπ„π€π’π”π‘πˆππ† 𝐖𝐀𝐓𝐄𝐑 𝐒𝐓𝐑𝐄𝐒𝐒 𝐀𝐍𝐃 𝐖𝐀𝐓𝐄𝐑 𝐔𝐒𝐄 π„π…π…πˆπ‚πˆπ„ππ‚π˜ π“πŽ π’π”πππŽπ‘π“ πƒπ‘πŽπ”π†π‡π“ π“πŽπ‹π„π‘π€ππ‚π„ 𝐑𝐄𝐒𝐄𝐀𝐑𝐂𝐇 πŸ‘‰ If you are breeding or testing products...

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Can we spot outliers among your microplots to eliminate any defects?

πƒπ„π“π„π‚π“πˆππ† πŽπ”π“π‹πˆπ„π‘π’ π€π‚π‘πŽπ’π’ π•π€π‘πˆπŽπ”π’ π…πˆπ„π‹πƒ π“π‘πˆπ€π‹π’ π“πŽ π“π€πŠπ„ 𝐁𝐄𝐓𝐓𝐄𝐑 πƒπ„π‚πˆπ’πˆπŽππ’ πŸ‘‰ When you are making several field experiments at the...

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Can we measure digital biomass?

ππ‘π„π‚πˆπ’π„π‹π˜ π„π’π“πˆπŒπ€π“π„ πƒπˆπ†πˆπ“π€π‹ ππˆπŽπŒπ€π’π’ π”π’πˆππ† πŸ‘πƒ πˆπŒπ€π†π„π‘π˜ πŸ‘‰ Measuring plant height is a time-consuming and tedious job that is from...

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Can we assess proxy of yield?

π€π’π’π„π’π’πˆππ† ππ‘πŽπ—π˜ πŽπ… π˜πˆπ„π‹πƒ π“πŽ πƒπˆπ•π„ 𝐃𝐄𝐄𝐏𝐄𝐑 πˆππ“πŽ 𝐏𝐋𝐀𝐍𝐓 ππ„π‡π€π•πˆπŽπ‘ πŸ‘‰ Capturing crop images to extract #phenotyping data can help...

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Can we assess post-harvest disease?

ππŽπ’π“-𝐇𝐀𝐑𝐕𝐄𝐒𝐓 πƒπˆπ’π„π€π’π„ π€π’π’π„π’π’πŒπ„ππ“ π“πŽ πˆπŒππ‘πŽπ•π„ π‹πŽπ†πˆπ’π“πˆπ‚π’ 𝐀𝐍𝐃 ππ‘πŽπƒπ”π‚π“ ππ”π€π‹πˆπ“π˜ πŸ‘‰ For the agro-production industry, quantifying post-harvest #disease presence such as...

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Can we count fruits using drone imagery?

π’π„π†πŒπ„ππ“πˆππ† 𝐓𝐑𝐄𝐄𝐒 & π‚πŽπ”ππ“πˆππ† π…π‘π”πˆπ“π’ 𝐈𝐍 πŽπ‘π‚π‡π€π‘πƒπ’ π”π’πˆππ† πƒπ‘πŽππ„ πŸ‘πƒ πˆπŒπ€π†π„π‘π˜ πŸ‘‰With the latest improvements in drone sensing equipment, we...

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Can we estimate precisely the flowering intensity per microplot?

𝐀𝐂𝐂𝐄𝐒𝐒 π“π‘π€πˆπ“π’ π‘π„π‹π€π“πˆπ•π„ π“πŽ ππ‘πŽπ—π˜ πŽπ… ππˆπŽπŒπ€π’π’ π…π‘πŽπŒ πƒπ‘πŽππ„ πˆπŒπ€π†π„π‘π˜ – 𝐀 πŒπˆπ‹π„π’π“πŽππ„ π…πŽπ‘ πƒπˆπ†πˆπ“π€π‹ ππ‡π„ππŽπ“π˜ππˆππ† πŸ‘‰ In the pursuit...

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Can we accurate plot quality analytics?

𝐀𝐂𝐂𝐔𝐑𝐀𝐓𝐄 ππ‹πŽπ“ ππ”π€π‹πˆπ“π˜ π€ππ€π‹π˜π“πˆπ‚π’ π€π‚π‚π„π’π’πˆππ‹π„ π“π‡π‘πŽπ”π†π‡ 𝐓𝐇𝐄 π„ππ“πˆπ‘π„ π‚π‘πŽπ π‚π˜π‚π‹π„ πŸ‘‰ Monitoring plot quality through the entire crop cycle is...

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Can we assess vigor at an early stage?

π„π€π‘π‹π˜ π•πˆπ†πŽπ‘ π€π’π’π„π’π’πŒπ„ππ“ π“πŽ πŠππŽπ– ππ„π‚πˆπ’π„π‹π˜ π–π‡πˆπ‚π‡ π†π„ππŽπ“π˜ππ„π’ π“πŽ πˆππ•π„π’π“πˆπ†π€π“π„ πŽπ‘ π‘π„πŒπŽπ•π„ π…π‘πŽπŒ πŽπ”π‘ π„π—ππ„π‘πˆπŒπ„ππ“ πŸ‘‰ While breeding for drought...

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