Crop Detection

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Anyone interested in helping with an opensource counting and detection app using python and Tensorflow or DLIB? Thinking about building a free opensource counting application, Just need the datasets (Imagery for training) to do it with. Wrote an application last year with no data or imagery using just colors (HSV and inrange functions with some other magic) no template matching or anything and got a really successful count (About 90% Accuracy) on fields with no cover crops, With imagery and training data I should be able to handle cover crops and all plus improve accuracy and do some weed detection also.
 
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Hi Brizey,

I'm currently working on a project combining drones, tensorflow lite, and android. The use case is for ranchers. Feel free to contact me at [email protected] . it might be worthwhile for us to collaborate together.
 

alokbhargava

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Anyone interested in helping with an opensource counting and detection app using python and Tensorflow or DLIB? Thinking about building a free opensource counting application, Just need the datasets (Imagery for training) to do it with. Wrote an application last year with no data or imagery using just colors (HSV and inrange functions with some other magic) no template matching or anything and got a really successful count (About 90% Accuracy) on fields with no cover crops, With imagery and training data I should be able to handle cover crops and all plus improve accuracy and do some weed detection also.
What help do you need from us?
What count you are talking about?
 
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Just checking in on interest right now, Down the road some imagery for training would be the biggest thing.
 
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To be clear your asking for imagery of crop fields for your own testing? If so I could provide imagery of corn and beans...as much as you want
 
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Pm me for details, and to talk offline about what you need? I have a P4P in rural Iowa. No crops this time of year, but spring is right around the corner
 
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I started collecting images last year of crops in south central Kansas and could send examples. Please reach out at [email protected]. Your project sounds interesting and I would like to learn more, hope to connect soon!
 

wwb

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Im intrested! I have some crop images (wheat and oats) and will have ground truth data too
 
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I live in Coachella valley with lots of AG in the area am looking for avenues to help would like to know more but not tech savy but do have a few drones to modify for specific usage also have FLIR duo r camera attached to one
 
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If this is still going, I operate a small grain farm in Central Illinois (corn and beans) and I could provide footage or whatever is needed but I'm not a programmer. I have a P3P, 3DR Solo, and Autel Evo to capture with.
 

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