below you can find my code solution:https://github.com/Iheb-ch/AgriFieldNet-India-Challenge-Top-4-SolutionDon't forget to star the repo if you find it useful.

Please post the Top solutions code ?Can we do this by applying CNN? If Yes, then how?

Well, I am honoured that @aninda_bitm requested me to share. Yes, I will gladly share my approach, but not my entire solution. It is a bit early to give too muc... See more

https://github.com/adeshkin/agrifieldnet_india_competition

Big congrats to everyone that made it to top 10. Please can anyone share the approach used or just give a brief summary of your manipulations and even the type(... See more

Finally - I am glad, this was tough.Not too big shake-up, also, nobody I see has better private score than public score.Congrats to Starlink on winning this one... See more

In my opinion, the shakeup is not too big but big enough to shuffle all top teams. PS: Recent shakeup in kaggle https://www.kaggle.com/competitions/mayo-clinic... See more

One of the toughest Zindi competitons this year. Goodluck to the winners. Can't wait to see how you guys solved this problem.

Dear Team Zindi, There are some promising approaches that I am currently trying out which are taking several hours to train. I fully understand that the deadlin... See more

Zindi was not allowing me to post that much text and images here so here is google docs on whatever issues I found.

Since the data range is provided - Jan 2022 to Apr 2022, and the GeoJSONs for each 256x256 source tiles are also provided, I wanted to know if personally downlo... See more

Hi, does anyone know how to combine all the tif files and turn them into csv files?Cause I have the assignment to analyze this problem by using jmp pro, but the... See more

Hey guys,It's been weeks since I tried to make Deep Learning Work for this challenge but it seems like I can't get anything better than 1.8...My solution is ins... See more

Please have anybody try to make a submission today. It is not working from my end.

Hello, I have downloaded the zipped dataset directly from Radiant MLHub website. After first submission, I am getting below error. "Missing entries for IDs 6310... See more

Most of us are new to this kind of data(or maybe I alone) . Who has understood the dataset so that she/he can explain it to us?

Can someone kindly post a working starter notebook from loading the data to submission? I am struggling to solve errors that someone else has already solved so... See more

I am working on the project using google colab. When I append my Ml_hub API keys to access the data set, I get an error instead of the data. Please has anyone s... See more

Hello @Zindi,I think that Field_Id represent a data leak?Zindians what do you think?

Which score is updated on the public leaderboard?

We have been having issues with importing the packages onto the notebook. The following statement "AttributeError: partially initialized module 'rasterio' has n... See more

We formed a team and sent the invite. Even after accepting the invite members are not being added.

Hello,I am trying to extract the crop_id label dictionary using the below code provided in the notebook in vain: # extract crop_id-label dictionary with open (... See more

after analysing the starter notebook,I m not sure what represent the band data ? is it the pixel value or other measure ? how the chips affect the image?

Hi,A time period of January 2022 - April 2022 is listed in the STAC metadata. Does anyone know the date /s that the Sentinel 2 imagery was acquired?