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We have significantly improved our wheat plant stand count model for 2026. Here you can see it doing the the row counts and our latest correlations of predicted to actual are up to 94%! #swatcam
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NEWS RELEASE: Croptimistic Technology Inc. has been awarded a U.S. patent for the SWAT CAM process, the company’s autonomous in-field imaging and crop analytics product. The patent, titled “Method and System for Automatically Capturing and Extracting Data From Images of Agricultural Field Crops and Weeds Using Machine Learning Processes,” recognizes Croptimistic’s innovations using artificial intelligence. The announcement comes as SWAT CAM surpassed one million acres mapped in western Canada in 2025 in just it’s third season, marking a major commercialization milestone. READ THE FULL RELEASE 👉 hubs.la/Q04gN_TS0 #SWATCAM #precisionag #agtech #SWATMAPS
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Did you know? 100’s of farms have millions of images analyzed for plant stands by #swatmaps zones? More #swatcam product being shipped asap!
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When #swatcam started general cereal #plantstand counting our accuracy was the 1st chart in blue - contrast with todays #barley chart in red. With over 1m acres of images processed now - we are excited to see the new models at work in 2026 - automated AI system in use!
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31 Jul 2025
🌟SWAT CAM at work! Here's an example of how SWAT CAM saved us a trip to the field to determine if there is a difference in crop cover within the higher seed placed fertilizer trial area vs. standard rate throughout the rest of the zones. The SWAT CAM map shows that there is no drop in crop cover within the trial area of 30% higher seed placed fertilizer on this flax field. It can often be hard to see the visual differences when walking in the field, but SWAT CAM gives us objective data that can pick out the smallest of differences in crop across the field! 📸 Senior Precision Agronomist Jessenta Bartlett #SWATCAM #precisionag #agtech #agronomy
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@swatmaps customers are always finding new use cases for #swatcam: Quantifying damage due to spray drift - Actual images used for confirmation
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Thousands of Images uploading from #swatcam daily now giving @swatmaps farm customers and agronomy partners automated plant population trends by #swatzone across entire farms! Can view any individual image to help explain variability
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Plant count season won't be much fun in wind and smoke. Meanwhile #swatcam is auto providing complete farm crop establishment analysis by zone to @swatmaps partners. Which row would you count? Row 4 or 5? #swatcam often reports ⬇️ counts than manual counts because it is unbiased
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Evaluating our Cereals plant stand count model for @swatmaps #swatcam. 22 plants per sq ft detected independent of volunteer canola and weeds within this SWAT Zone 10 image #swatresearch #MachineLearning
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Developing accurate plant count #machinelearning models for #swatcam requires a significant investment in ground truthing @swatmaps #swatresearch #eatingdust
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Have a SWATCam system for sale. Came off John Deere 412R. $3200 DM for more details.
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We had over 100 sprayers running #SWATCAM in 2024 collecting 35 million images. Ex data - same farm but one field showed up with 2.4 plants/ft2 versus the more common 4.3 plants/ft. Client is in our #Yieldanalytics program and yield was 9% lower. 4000 image data set.
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18 Feb 2025
Get to know one of SWAT CAM's most revolutionary features: Plant stand counts 🌱 Croptimistic's VP of R&D, @SWATMAPS_Derek, shares how the resolution and consistency of this #SWATCAM tool eliminates human bias, automates a manual process of driving fields, and helps farmers and service providers evaluate and adjust VR strategies to optimize crop establishment. Read 👉 bit.ly/4b8rwEz
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One of my favorite #swatcam slides showing the difference between a satellite image and our data - separating crop and weeds...
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Partner @swatmaps update today on #swatcam and beta release of plant stand counting of cereal crops being discussed. Many updates for 2025 contact your service provider / agronomist to ensure supply.
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15 Jan 2025
Thanks @realagriculture for stopping by the @swatmaps booth at @WCCPS_SK! Happy to share how #SWATCAM is revolutionizing crop monitoring with its automated image capture system to evaluate weed pressure and crop establishment. #WCCPS25
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9 Jan 2025
What does it mean to make an informed decision?🤔 Objective tools to evaluate crop performance are what makes an agronomic decision well-informed and backed by reliable data. This is where the #SWATECOSYSTEM comes in. It's a suite of hardware, software, and precision agriculture tools, designed by knowledgeable professionals and proven over the last two decades across many geographies. In our latest blog, we explain tools like our Yield Potential Program, #SWATCAM, satellite imagery, and comparative tissue testing that help you feel confident in your decision making. Read 👉 bit.ly/4a8MdQt
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Evaluating our Sunflower plant count model for @swatmaps #swatcam automated plant population analysis - Identifying small to medium size plants well
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Replying to @LowBoomLowDrift
The SWATCam takes pictures of the field from the sprayer and counts plants and weeds. The humans take the info into account to scout and change seeding rates or chemicals. The AI isn't making decisions yet.
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Premium #SWATMAPS farmers, the Sarauers are a two-person operation making the most out of #SWATCAM to bypass labour intensive tasks. Thanks @CBC for showing how it’s done! WATCH 👉 bit.ly/4dOsdmb

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