Primary competition visual

Wadhwani AI Bollworm Classification Challenge by #ZindiWeekendz

Helping India
$300 USD
Challenge completed ~3 years ago
Classification
Computer Vision
88 joined
39 active
Starti
Oct 07, 22
Closei
Oct 10, 22
Reveali
Oct 10, 22
User avatar
Firas_Zarai
Enet'com
3rd place solution approach
Notebooks · 11 Oct 2022, 14:06 · 5

I have been using Fastai to treat computer vision problems for 3 years and I still believe that Fastai is a powerful library to climb the LB.

As always in any CV competition, I used the baseline: fastai+some heavy data augmentation using fastai Vision augmentation + efficientnet-b0 --> efficientnet-b5

My 3rd place solution was based on efficientnet-b4 model (score 0.9789963593689572). I forget to select my best two submissions. Sadly the system selected automatically the 3rd place solution. The second best submission was an Ensembling (Averaging) of efficientnet-b4 and efficientnet-b2 and it give me the same score as efficientnet-b4 on the public LB but on the private LB it give me a score: 0.9799698614426501 which can lead me to the 2nd place.

Discussion 5 answers

super sweet well done

11 Oct 2022, 14:19
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Firas_Zarai
Enet'com

Thank you !

Thanks for sharing! And congrats on your performance

17 Oct 2022, 04:13
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SimonGMurray

I am a huge fan of Fastai... I just struggle with the code part of implementing their things.... you have inspired me to try them again for this challenge!!!

Thank you!!

19 Oct 2022, 10:19
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SimonGMurray

Hi,

Would anybopdy be prepared to share their submission code ? I would massively appreciate it!!!! happy if its in a pricate message and I wont pass it on,

Thanks!!

19 Oct 2022, 10:23
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