All thanks to @ZINDI for hosting this challenge,I was able to secure 1st place in this interesting competition.I will not share my solution code, But instead of... See more

Hi folks, trust you had a great time in this competition. I've just made available a single-model-notebook for this competition that contains all my FastAI tric... See more

This was a very great learning experience for me and i know for most of y'all too. I only have one suggestion, please make the discussions lively. Lets learn wh... See more

Are there images that are missing ? when I submit, i am getting missing entries for submission file. Please advice

Doesn't show me on the leaderboard, what do I need to do?

Please guys can someone tell me how to Use LogLoss as an Evaluation Metric.Like how do you Evaluate byour model with LogLoss.Source code is appreciatedI can't m... See more

I am having trouble creating the submission file of my fastaiv2 model. Anyone who can help me with a code snippet of how to create the submission file using fas... See more

Hello,Train dataset in not clean, there are many wrong labeled images, also some images blurred. If the test dataset has the same issue, the Log Loss heavily pe... See more

Is it OK to rules if I delete some images from dataset, which I don't like, manualy?

I hail all the zindians that have made their way upto being in the leaderboardplease anyone using google colab should actually help me witha code snippet indica... See more

Okay so I got training accuracy of around 99.98 percent which pretty good (neat to 100 percent). But when make my submission in given probability format I am ge... See more

How can I import "get_source_inputs", i tried to import it from "keras.engine.topology" but module not found.ModuleNotFoundError: No module named 'keras.engine.... See more

TensorFlow-GPU 2.0 dont work with CUDA 9.0 ??

Does anybody know why I got this strange message when I try to Submit : "unknown error: undefined method `+' for nil:NilClass"?

The order of columns does matter.

Hi @Zindi,In the "About" section of the "Data" tab it says there are 9 classes to classify. However in the "Info" tab it says to classify between 10 differenct... See more

@zindi and All, just wondering if there is a way to download the data from the command line ?Like with a wget or curl command.Thank you

I was able to score 0.1523 which made me in the top 10 (8th). The problem is that when I select a low score submission in the "Submissions" section, Zindi's alg... See more

Hi! I am trying to join. got the message, that i am already in, but can't load files - ask me to join again. what to do?

Hey all! I am new to the field,please assist me. I am trying to figure out how I can load my images from the dataframe. Kindly let me know how. Thanks

Hi all, for some of us like myself........ I need a baseline notebook from anyone. I want to learn as it appears I am missing something vital in my experiments.... See more

I am new to this platform. can someone guide me on the number of classes. the outline says 10 while i can only see 9 differenr classes in train.csv