Extensive experiments on diverse datasets, including Maize, Rice, Apple, Embrapa, and PlantVillage, demonstrate the effectiveness and generalizability of the proposed method.
November 15, 2025 at 6:00 AM
Extensive experiments on diverse datasets, including Maize, Rice, Apple, Embrapa, and PlantVillage, demonstrate the effectiveness and generalizability of the proposed method.
"Because PlantVillage+ is a cooperative, members vote on how the program should operate. “Workers own the means of production,” said David Hughes, a professor at Penn State and founder of the organization."
This new machine churns out carbon-storing biochar on the cheap
A worker-owned cooperative is deploying PyroTowers to produce biochar, which helps farmers in the developing world improve their yields.
grist.org
October 6, 2025 at 2:14 PM
"Because PlantVillage+ is a cooperative, members vote on how the program should operate. “Workers own the means of production,” said David Hughes, a professor at Penn State and founder of the organization."
A worker-owned cooperative is deploying PyroTowers to produce biochar, which helps farmers in the developing world improve their yields. https://triplepundit.com/2025/biochar-carbon-capture-plantvillage-pyrotower/ #environment #innovation #sustainability #climatechange #agriculture
TriplePundit • This New Machine Churns Out Carbon-Storing Biochar on the Cheap
This New Machine Churns Out Carbon-Storing Biochar on the Cheap
triplepundit.com
September 28, 2025 at 1:55 PM
A worker-owned cooperative is deploying PyroTowers to produce biochar, which helps farmers in the developing world improve their yields. https://triplepundit.com/2025/biochar-carbon-capture-plantvillage-pyrotower/ #environment #innovation #sustainability #climatechange #agriculture
PlantVillage+ deploying “PyroTower” in the developing world, a solar-powered furnace that blasts waste with >1,000F. Over 8 hr, it generates 1 ton of biochar for locals to put back in the ground. go.grist.org/e/399522/-ne...
September 18, 2025 at 2:09 AM
PlantVillage+ deploying “PyroTower” in the developing world, a solar-powered furnace that blasts waste with >1,000F. Over 8 hr, it generates 1 ton of biochar for locals to put back in the ground. go.grist.org/e/399522/-ne...
“When farmers have the right tools, skills and support, digitalisation becomes a catalyst for sustainability and resilience,” says the World Farmers' Organisation.
In #Kenya for example, farmers are using AI tools like PlantVillage to fight pests. Explore more 👇🏾
bit.ly/44QnQWR
In #Kenya for example, farmers are using AI tools like PlantVillage to fight pests. Explore more 👇🏾
bit.ly/44QnQWR
July 22, 2025 at 2:20 PM
“When farmers have the right tools, skills and support, digitalisation becomes a catalyst for sustainability and resilience,” says the World Farmers' Organisation.
In #Kenya for example, farmers are using AI tools like PlantVillage to fight pests. Explore more 👇🏾
bit.ly/44QnQWR
In #Kenya for example, farmers are using AI tools like PlantVillage to fight pests. Explore more 👇🏾
bit.ly/44QnQWR
crop management. The results demonstrate ResNet50s superior performance post-compression, achieving 99.55% and 98.99% accuracy on the PlantVillage and PaddyLeaf datasets, respectively. The DenseNet-based model, optimized for efficiency, recorded [5/7 of https://arxiv.org/abs/2506.00735v1]
June 3, 2025 at 6:04 AM
crop management. The results demonstrate ResNet50s superior performance post-compression, achieving 99.55% and 98.99% accuracy on the PlantVillage and PaddyLeaf datasets, respectively. The DenseNet-based model, optimized for efficiency, recorded [5/7 of https://arxiv.org/abs/2506.00735v1]
adaptive loss function controlled by weighting parameter. We conduct extensive experiments using PlantVillage datasets with three deep learning architectures (ResNet50, VGG16, and ViT_B16), analyzing the impact of weighting parameter, the number of [4/6 of https://arxiv.org/abs/2505.23063v1]
May 30, 2025 at 6:07 AM
adaptive loss function controlled by weighting parameter. We conduct extensive experiments using PlantVillage datasets with three deep learning architectures (ResNet50, VGG16, and ViT_B16), analyzing the impact of weighting parameter, the number of [4/6 of https://arxiv.org/abs/2505.23063v1]
🌾 PlantVillage ile tarımda AI devrimi
👨🌾 Afrika'daki küçük çiftçiler, bu AI destekli uygulama sayesinde zararlıları erken tespit edip verimi artırıyor.
📈 Tarımda sürdürülebilirlik ve dirençlilik için teknoloji kullanımı artıyor.
#PlantVillage #TarımdaAI #SürdürülebilirTarım
👨🌾 Afrika'daki küçük çiftçiler, bu AI destekli uygulama sayesinde zararlıları erken tespit edip verimi artırıyor.
📈 Tarımda sürdürülebilirlik ve dirençlilik için teknoloji kullanımı artıyor.
#PlantVillage #TarımdaAI #SürdürülebilirTarım
May 1, 2025 at 5:46 AM
🌾 PlantVillage ile tarımda AI devrimi
👨🌾 Afrika'daki küçük çiftçiler, bu AI destekli uygulama sayesinde zararlıları erken tespit edip verimi artırıyor.
📈 Tarımda sürdürülebilirlik ve dirençlilik için teknoloji kullanımı artıyor.
#PlantVillage #TarımdaAI #SürdürülebilirTarım
👨🌾 Afrika'daki küçük çiftçiler, bu AI destekli uygulama sayesinde zararlıları erken tespit edip verimi artırıyor.
📈 Tarımda sürdürülebilirlik ve dirençlilik için teknoloji kullanımı artıyor.
#PlantVillage #TarımdaAI #SürdürülebilirTarım
effectiveness of combining multimodal Large Language Models (LLMs), specifically GPT-4o, with Convolutional Neural Networks (CNNs) for automated plant disease classification using leaf imagery. Leveraging the PlantVillage dataset, we systematically [2/7 of https://arxiv.org/abs/2504.20419v1]
April 30, 2025 at 5:59 AM
effectiveness of combining multimodal Large Language Models (LLMs), specifically GPT-4o, with Convolutional Neural Networks (CNNs) for automated plant disease classification using leaf imagery. Leveraging the PlantVillage dataset, we systematically [2/7 of https://arxiv.org/abs/2504.20419v1]
Amazing nonprofits are leading the charge:
🔹 PlantVillage uses TensorFlow to detect crop disease via phone
🔹 Digital Green offers WhatsApp AI for farmers in India & Africa
🔹 Wadhwani AI gives early warnings for cotton pests
#SustainableAg
🔹 PlantVillage uses TensorFlow to detect crop disease via phone
🔹 Digital Green offers WhatsApp AI for farmers in India & Africa
🔹 Wadhwani AI gives early warnings for cotton pests
#SustainableAg
March 28, 2025 at 3:59 PM
Amazing nonprofits are leading the charge:
🔹 PlantVillage uses TensorFlow to detect crop disease via phone
🔹 Digital Green offers WhatsApp AI for farmers in India & Africa
🔹 Wadhwani AI gives early warnings for cotton pests
#SustainableAg
🔹 PlantVillage uses TensorFlow to detect crop disease via phone
🔹 Digital Green offers WhatsApp AI for farmers in India & Africa
🔹 Wadhwani AI gives early warnings for cotton pests
#SustainableAg
トマトの葉の病気をリアルタイムで検出するロボット
トマトの葉の病気を早期発見するため、ディープラーニングを用いた自動検出システムを開発。AlexNetとSqueezeNetという2種類のディープラーニング・モデルをロボットに搭載し、PlantVillageデータセットで学習させた。これにより、ロボットが圃場や温室内を移動しながら、あるいは温室内のセンサーから撮影された画像から、リアルタイムで病気の検出が可能になる。従来の画像解析手法に比べ、ディープラーニングを用...
詳しくは以下のURLから！
https://apps.apple.com/jp/app/id6504269790?mt=8
トマトの葉の病気を早期発見するため、ディープラーニングを用いた自動検出システムを開発。AlexNetとSqueezeNetという2種類のディープラーニング・モデルをロボットに搭載し、PlantVillageデータセットで学習させた。これにより、ロボットが圃場や温室内を移動しながら、あるいは温室内のセンサーから撮影された画像から、リアルタイムで病気の検出が可能になる。従来の画像解析手法に比べ、ディープラーニングを用...
詳しくは以下のURLから！
https://apps.apple.com/jp/app/id6504269790?mt=8
January 10, 2025 at 10:37 AM
トマトの葉の病気をリアルタイムで検出するロボット
トマトの葉の病気を早期発見するため、ディープラーニングを用いた自動検出システムを開発。AlexNetとSqueezeNetという2種類のディープラーニング・モデルをロボットに搭載し、PlantVillageデータセットで学習させた。これにより、ロボットが圃場や温室内を移動しながら、あるいは温室内のセンサーから撮影された画像から、リアルタイムで病気の検出が可能になる。従来の画像解析手法に比べ、ディープラーニングを用...
詳しくは以下のURLから！
https://apps.apple.com/jp/app/id6504269790?mt=8
トマトの葉の病気を早期発見するため、ディープラーニングを用いた自動検出システムを開発。AlexNetとSqueezeNetという2種類のディープラーニング・モデルをロボットに搭載し、PlantVillageデータセットで学習させた。これにより、ロボットが圃場や温室内を移動しながら、あるいは温室内のセンサーから撮影された画像から、リアルタイムで病気の検出が可能になる。従来の画像解析手法に比べ、ディープラーニングを用...
詳しくは以下のURLから！
https://apps.apple.com/jp/app/id6504269790?mt=8
V. interesting @CNN Connecting Africa explored Africa food challenges from import pressures, climate change, logistics to opportunities like #AfCFTA & agritech. Features @FAO Africa Head, #PlantVillage (AI for pests), #KivuChoice (fish tech) #EjaIce (solar coldchain)
edition.cnn.com/2024/12/10/w...
edition.cnn.com/2024/12/10/w...
Boosting food production in Africa through tech | CNN
CNN explores how companies are using cutting-edge technology to revolutionize Africa’s agriculture industry.
edition.cnn.com
December 23, 2024 at 12:09 PM
V. interesting @CNN Connecting Africa explored Africa food challenges from import pressures, climate change, logistics to opportunities like #AfCFTA & agritech. Features @FAO Africa Head, #PlantVillage (AI for pests), #KivuChoice (fish tech) #EjaIce (solar coldchain)
edition.cnn.com/2024/12/10/w...
edition.cnn.com/2024/12/10/w...
🗓🗓🗓 Looking fwd to #ThisIsCDR Ep98 12p ET next Tuesday March 26 with Dr. David Hughes who will discuss PlantVillage and how we can advance biochar carbon removal to gigatonne scale. Register via the link below and bring your biochar questions!! lu.ma/ticdrEp98
This Is CDR Ep98: PlantVillage · Zoom · Luma
OpenAir is excited to present This Is CDR, an online event series that explores the wide range of carbon dioxide removal (CDR) solutions currently being researched, developed, and...
lu.ma
March 20, 2024 at 11:08 AM
🗓🗓🗓 Looking fwd to #ThisIsCDR Ep98 12p ET next Tuesday March 26 with Dr. David Hughes who will discuss PlantVillage and how we can advance biochar carbon removal to gigatonne scale. Register via the link below and bring your biochar questions!! lu.ma/ticdrEp98
. @plantvillage makes its debut at #epidemics5! @ZombieAntGuy @marcelsalathe
November 24, 2024 at 6:51 PM
. @plantvillage makes its debut at #epidemics5! @ZombieAntGuy @marcelsalathe
These Scientists Are Training Computers to Help Farmers Save Their Crops | WIRED <a href="http://www.wired.com/2014/11/plantvillage/" class="hover:underline text-blue-600 dark:text-sky-400 no-card-link" target="_blank" rel="noopener" data-link="bsky">http://www.wired.com/2014/11/plantvillage/
These Scientists Are Training Computers to Help Farmers Save Their Crops
Can’t for the life of you figure out what those white spots on your squash plants are? A new app called PlantVillage may be able to help.
www.wired.com
November 17, 2014 at 1:52 PM
These Scientists Are Training Computers to Help Farmers Save Their Crops | WIRED <a href="http://www.wired.com/2014/11/plantvillage/" class="hover:underline text-blue-600 dark:text-sky-400 no-card-link" target="_blank" rel="noopener" data-link="bsky">http://www.wired.com/2014/11/plantvillage/
"Keeping up with the plant destroyers" by @KamounLab https://medium.com/@plantvillage/keeping-up-with-the-plant-destroyers-9c0047899683
Keeping Up With The Plant Destroyers
A guest post by Sophien Kamoun, The Sainsbury Laboratory
medium.com
September 11, 2014 at 11:18 AM
"Keeping up with the plant destroyers" by @KamounLab https://medium.com/@plantvillage/keeping-up-with-the-plant-destroyers-9c0047899683
PlantVillage--a site for crowdsourcing the world's botanical knowledge. By .@ZombieAntGuy & @marcelsalathe https://www.plantvillage.com/?locale=en
November 30, 2024 at 6:02 PM
PlantVillage--a site for crowdsourcing the world's botanical knowledge. By .@ZombieAntGuy & @marcelsalathe https://www.plantvillage.com/?locale=en
RT @ZombieAntGuy: Such dire warnings is why we built @plantvillage. Linking farmers to crowdsource solutions https://www.plantvillage.com/
December 1, 2024 at 5:42 AM
RT @ZombieAntGuy: Such dire warnings is why we built @plantvillage. Linking farmers to crowdsource solutions https://www.plantvillage.com/
PlantVillage: an open-access forum about growing food. https://www.plantvillage.com/about
November 28, 2024 at 10:46 AM
PlantVillage: an open-access forum about growing food. https://www.plantvillage.com/about