Microsoft Rice Disease Classification Challenge
Can you identify disease in images of rice grown in Egypt?
Prize
$3 000 USD
Time
Ended 6 months ago
Participants
261 active · 833 enrolled
Helping
Egypt
Intermediate
Computer Vision
Classification
Agriculture
Step2: train a model to solve this competition from scratch, from end to end, using PyTorch
Notebooks · 23 May 2022, 16:04 · edited ~21 hours later · 3

In this video I train a model to solve this competition from scratch, from end to end, using PyTorch

https://www.youtube.com/watch?v=yq2fDQ4waY0

Enjoy^_^

Note: I have something wrong in Dataset:

Instead of :

y = self.file['score'][index]
if y == 1 : y = [1,0,0]
if y == 2 : y = [0,1,0]
else      : y = [0,0,1]

It should be

y = self.file['score'][index]
if y == 0 : y = [1,0,0]
if y == 1 : y = [0,1,0]
else      : y = [0,0,1]
Discussion 3 answers

Not going to lie, You are a blessing to this Zindian community. Through you a lot of people are going to learn. Thank you

23 May 2022, 17:22
Upvotes 1

It's my pleasure.

I am so new to Zindian community trying to learn new stuff and share my knowledge with all.

Hello

thanks for sharing the video.

How can I do if I want to apply different augmentations to the images?

In the video, the same transformation is applied to both images.

Thanks

10 Aug 2022, 15:04
Upvotes 0