.I initially thought that image orientation might have been an issue for models that aren't CNN based. Reason being that the first feature for instance which is... See more

Outlier Treatment:My solution greatly benefited from eliminating outliers. I removed target values that were below 20 AGBD and above 300 AGBD.Feature Engineerin... See more

Did someone have a correlated CV/Public LB/ Private LB?

Does modifying the BIOMASS manually mean getting disqualified from the competition ?I would like to know from those who have experience with ZINDI's competition... See more

What bands [0:11] are the RGB ones?

@zindi are we allowed to use or provide newer Sentinel data closer to the date of biomass measurement? The groundtruth biomass collection was done from 2 Oct to... See more

Hi guys!While trying to load the data using this lines of code !wget -q  https://share.phys.ethz.ch/~pf/albecker/abc/09072022_1154_train.h5 !wget -q  https://s... See more

There is a reference of CNN model in starter notebook . But I downloaded the starter and it's not there . Any idea from where I can get it ?

Just a question how do you extract the band values from the images? Can someone share the function to do that or even a starter notebook that utilizes the band... See more

TLDR; if you wanted to cheat via data leakage, there is a very easy way of doing so.Hey @Zindi and all,Start with your current best model. Now continue to just... See more

What is exactly the variable scl ? Why the B10 was deleted ?

edit: working now

Hi there, I might have missed this somewhere, but what resolution is the Sentinel data that has been provided at? I'm assuming all the bands have been converted... See more

Currently I have seen a change in the evaluation metrics for ABSA competition https://www.linkedin.com/posts/zindi-africa_absacustomerincomepredictionchallenge-... See more

Is lat, lon, scl, cloud data allowed to be used in training models?

Hello @zindi just want to check something. We want to remove some of our team members, however the platform does not allow this since it says the members have m... See more

Please help me check the 4th to the last cell in the starter notebook, where # predict on giz test data. It's showing the above error so I couldn't even run the... See more

Is there a way to identify which band is which?

Hi everyone, I would like to know why we get access to features such as canopy_height in the test files when it is not present in the training data.Does anyone... See more

In the graph below I present the result of the model that got me to the 7th spot in the leaderboard.- In blue the actual AGBDs from the test set (sorted by incr... See more

Hi, As seen in the data, there are 12 sentinel bands provided. However Sentinel-2 has 13 bands. Can we get clarity about which band is missing? Thanks.

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When I execute the wget commands like "!wget https://share.phys.ethz.ch/~pf/albecker/abc/09072022_1154_train.h5" I'm getting the following error message:OpenSSL... See more

hi, I am new in Zindi competition. I would like to ask, is the public score based certain portion of testing dataset (from total 90 rows)? how is the mechanism... See more

Hi, anyone interested in teaming up and for the challenge?