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Kuyesera AI Disaster Damage and Displacement Challenge

Helping Malawi
$12 500 USD + AWS credits
Completed (over 1 year ago)
Object Detection
Classification
531 joined
110 active
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Starti
06 Dec 24
Closei
31 Jan 25
Reveali
01 Feb 25
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MuhammadQasimShabbeer
Engmatix
Stater Notebook with score of 3.1
Notebooks · 23 Dec 2024, 10:18 · 22

"This is a starter notebook for the Kuyesera AI Disaster Damage and Displacement State competition, without any fine-tuning. If you find it helpful, please upvote. Do your best! https://www.kaggle.com/code/muhammadqasimshabbir/kuyesera-ai-disaster-damage-and-displacement-state and dataset use in the notebook present here https://www.kaggle.com/datasets/muhammadqasimshabbir/hold-xview-geotiffdata get this data while runing the notebook above.

Discussion 22 answers
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Koleshjr
23 Dec 2024, 10:22

Wow! Thanks although the notebook link is not right

Upvotes 1
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MuhammadQasimShabbeer
23 Dec 2024, 10:25replied to Koleshjr

Thanks! for point out of I have corrected notebook link .

Upvotes 0
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Koleshjr
23 Dec 2024, 10:29replied to MuhammadQasimShabbeer

Still not fixed. Says we cant find that page

Upvotes 0
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MuhammadQasimShabbeer
23 Dec 2024, 10:30replied to Koleshjr

https://www.kaggle.com/code/muhammadqasimshabbir/kuyesera-ai-disaster-damage-and-displacement-state Try this link

Upvotes 0
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MuhammadQasimShabbeer
23 Dec 2024, 10:32replied to MuhammadQasimShabbeer

I think i have fixed it check it is now working correctly.

Upvotes 0
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Koleshjr
23 Dec 2024, 10:37replied to MuhammadQasimShabbeer

empty notebook?

Upvotes 0
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MuhammadQasimShabbeer
23 Dec 2024, 10:38replied to Koleshjr

it is not empty notebook click on edit

Upvotes 0
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michaelgoboola
23 Dec 2024, 10:41replied to MuhammadQasimShabbeer

Its completely empty

Upvotes 0
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MuhammadQasimShabbeer
23 Dec 2024, 10:43replied to michaelgoboola

Wait a minutes i will look into it

Upvotes 0
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MuhammadQasimShabbeer
23 Dec 2024, 10:47replied to MuhammadQasimShabbeer

It is solved. I checked it from another laptop. I am very sorry. Now it is correclty working.

Upvotes 0
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MuhammadQasimShabbeer
23 Dec 2024, 10:48replied to MuhammadQasimShabbeer

Inform me if you are all able to access it ...

Upvotes 1
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michaelgoboola
23 Dec 2024, 10:50replied to MuhammadQasimShabbeer

its now ok thanks for your efforts

Upvotes 0
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Koleshjr
23 Dec 2024, 10:53replied to MuhammadQasimShabbeer

How much gpu ram and memory ram does it consume?

Upvotes 0
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MuhammadQasimShabbeer
23 Dec 2024, 10:54replied to Koleshjr

GPU it almost Kaggle full gpu. while RAM is 10 gb probably. But you can set it on TPU for larget Dataset on kaggle.

Upvotes 0
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Koleshjr
23 Dec 2024, 10:57replied to MuhammadQasimShabbeer

Okay thanks

Upvotes 0
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the_specialist
13 Jan 2025, 07:14replied to MuhammadQasimShabbeer

Thank you

Upvotes 0
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wslb
31 Dec 2024, 08:39

I have some trouble with the environment problem.Can I get your .yml file.Thankyou so much.

Upvotes 0
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MuhammadQasimShabbeer
31 Dec 2024, 09:50replied to wslb
I am training on  following model 
model = get_maskrcnn_model(num_classes=5)          
It does  not required yaml file 
In my notebook you only have to specificy the labels path   
########## YOU CAN USE TIER1 AND TIER3 WHICH PART OF DATA YOU CAN USE YOU WANT TO USE########## 
THEY ARE PRESENT profile  data set tier1,tier3,test

  https://www.kaggle.com/muhammadqasimshabbir/datasets
image_dir = Path("/kaggle/input/hold-xview-geotiffdata/hold/images/")

label_dir = Path("/kaggle/input/hold-xview-geotiffdata/hold/labels/")
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marching_learning
4 Jan 2025, 08:22

Hello @MuhammadQasimShabeer, the notebook is still yielding an error due to losses_dct. Have you fixed it. If so, can you share. Thanks in advance

Upvotes 1
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MuhammadQasimShabbeer
4 Jan 2025, 09:08replied to marching_learning

I am looking to it. i will let you know when i update it

Upvotes 0
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MuhammadQasimShabbeer
4 Jan 2025, 10:28replied to MuhammadQasimShabbeer

I have run it it working correctly and generated submission as well . Can you share mien Error you encounter with photo or logs along with code so that i can determined what is wrong with it becuase i do not face any such probelm.I have run it it run correctly.

Upvotes 0
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the_specialist
13 Jan 2025, 16:27replied to MuhammadQasimShabbeer

The same error you have here

https://www.kaggle.com/code/muhammadqasimshabbir/kuyesera-ai-disaster-damage-and-displacement-state

version 4 of your notebook

Upvotes 0

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