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 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 measure plant Biovolume?

π€π’π’π„π’π’πˆππ† 𝐏𝐋𝐀𝐍𝐓 ππˆπŽπ•πŽπ‹π”πŒπ„ π“πŽ 𝐇𝐄𝐋𝐏 𝐒𝐄𝐋𝐄𝐂𝐓 𝐓𝐇𝐄 𝐁𝐄𝐒𝐓 π†π„ππŽπ“π˜ππ„π’ πŸ‘‰Plant biovolume is one of the main traits of interest while...

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Can we support drought tolerence research?

𝐓𝐑𝐄𝐄 π‚π‘πŽπ–π πŒπ„π€π’π”π‘π„πŒπ„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‘‰ Drought tolerance research is a trendy topic these days regarding the...

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Can we assess plants using 3D sensors?

πŸ‘πƒ 𝐏𝐋𝐀𝐍𝐓 π€π’π’π„π’π’πŒπ„ππ“π’ πŽπ‘ π‡πŽπ– π“πŽ πƒπˆπ•π„ 𝐃𝐄𝐄𝐏𝐄𝐑 πˆππ“πŽ 𝐓𝐇𝐄 π‚π€ππŽππ˜ 𝐒𝐓𝐑𝐔𝐂𝐓𝐔𝐑𝐄 πŸ‘‰ LiDAR & other 3D sensing technologies are...

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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 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 estimate digital biomass thanks to 3D imagery ?

π„π’π“πˆπŒπ€π“πˆππ† 𝐓𝐇𝐄 πƒπˆπ†πˆπ“π€π‹ ππˆπŽπŒπ€π’π’ πŽπ… 𝐏𝐋𝐀𝐍𝐓𝐒 𝐀𝐍𝐃 𝐓𝐑𝐄𝐄𝐒 π…π‘πŽπŒ πŸ‘πƒ πˆπŒπ€π†π„π‘π˜ π“πŽ πˆπŒππ‘πŽπ•π„ π†π„ππŽπŒπˆπ‚ π’π„π‹π„π‚π“πˆπŽπ πŸ‘‰ Whetever your research focus...

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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 the performance of your microplots on any given dates?

πˆπƒπ„ππ“πˆπ…π˜ 𝐓𝐇𝐄 𝐁𝐄𝐒𝐓 ππ„π‘π…πŽπ‘πŒπˆππ† ππ‹πŽπ“π’ 𝐈𝐍 π˜πŽπ”π‘ π“π‘πˆπ€π‹π’ 𝐀𝐓 π€ππ˜ π†πˆπ•π„π 𝐃𝐀𝐓𝐄 πŸ‘‰ Whether you are looking for outliers or...

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Can we track through time the performance of your genotypes plant by plant?

π“π‘π€π‚πŠπˆππ† π†π„ππŽπ“π˜ππ„ ππ„π‘π…πŽπ‘πŒπ€ππ‚π„ 𝐀𝐓 𝐏𝐋𝐀𝐍𝐓 𝐋𝐄𝐕𝐄𝐋 πŸ‘‰ Working at the plant level allows you to put the performance of your...

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Can we help selecting genotypes under vertical farming conditions?

π‡πˆπ†π‡-𝐓𝐄𝐂𝐇 𝐏𝐋𝐀𝐍𝐓 π€π’π’π„π’π’πŒπ„ππ“π’ π“πŽ 𝐇𝐄𝐋𝐏 π’π„π‹π„π‚π“πˆππ† 𝐓𝐇𝐄 𝐁𝐄𝐒𝐓 π†π„ππŽπ“π˜ππ„π’ 𝐔𝐍𝐃𝐄𝐑 π•π„π‘π“πˆπ‚π€π‹ π…π€π‘πŒπˆππ† π‚πŽππƒπˆπ“πˆπŽππ’ πŸ‘‰ Growing #plants in vertical #farming conditions...

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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 efficiently estimate wheat head density?

𝐄𝐕𝐀𝐋𝐔𝐀𝐓𝐄 𝐖𝐇𝐄𝐀𝐓 𝐇𝐄𝐀𝐃 πƒπ„ππ’πˆπ“π˜ π“πŽ π„π’π“πˆπŒπ€π“π„ π˜πˆπ„π‹πƒ π„π€π‘π‹π˜ 𝐈𝐍 𝐓𝐇𝐄 π’π„π€π’πŽπ Counting organs manually in your field trials is something...

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Can we measure plant height heterogeneity?

𝐏𝐋𝐀𝐍𝐓 π‡π„πˆπ†π‡π“ π‡π„π“π„π‘πŽπ†π„ππ„πˆπ“π˜ π€π’π’π„π’π’πŒπ„ππ“ 𝐀𝐓 𝐓𝐇𝐄 π‚π€ππŽππ˜ 𝐋𝐄𝐕𝐄𝐋 πŸ‘‰ When doing field trial experiments, you might want to estimate precisely...

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