Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

Re-Train the model notebook with ResNet-34 Model in Fastai #5

Closed
imskr opened this issue Feb 29, 2020 · 24 comments · Fixed by #75
Closed

Re-Train the model notebook with ResNet-34 Model in Fastai #5

imskr opened this issue Feb 29, 2020 · 24 comments · Fixed by #75
Assignees
@shivam1423
Labels
gssoc20 GSSoC 2020 hard

Comments

@imskr
Copy link
Owner

imskr commented Feb 29, 2020 •
edited
Loading

You can check the reference code from ResNet34. Notebook name should be plant_resnet34.ipynb and should live in the notebook directory. Generate the .py file too and save it there.
@imskr imskr added gssoc20 GSSoC 2020 medium labels Feb 29, 2020
@imskr imskr changed the title Train the model notebook with AlexNet Pre-Trained Model Re-Train the model notebook with ResNet-34 Model Feb 29, 2020
@imskr imskr added hard and removed medium labels Feb 29, 2020
@Mansi145
Copy link
Contributor

Can I work on this issue? I have less experience with ResNet-34 but I can definitely try to work it out. Can we implement the ResNet model using Keras? Also, how much time can you give me to work on this?

@imskr
Copy link
Owner Author

imskr commented Feb 29, 2020

Yes you can do it in keras, I will make another issue regarding it and will notify you.

@Ramas1998
Copy link

I want to contribute to this issue as a part of GSSOC 20. Can you please assign me this issue?

@parthplc
Copy link

parthplc commented Mar 1, 2020 •
edited
Loading

Can you assign this issue to me? I am Parth(p) as a participant.

@imskr
Copy link
Owner Author

imskr commented Mar 1, 2020

@Ramas1998 @vapyc You both can work on this issue but only one of you will be selected.

@Ramas1998
Copy link

How much time can you give me to work on this?

@ShuvamChatterjee28
Copy link

Hey can I work on this issue too?

@ghost ghost mentioned this issue Mar 1, 2020
Closed
@NeerajSirvisetti
Copy link

@imskr can I work on this as other things which I can do or interested are already assigned and this task I have an experience with transfer learning so can i select this task and do it with tensorflow?

@imskr
Copy link
Owner Author

imskr commented Mar 1, 2020

Ok @NeerajSirvisetti Do it in Tensorflow.

@imskr
Copy link
Owner Author

imskr commented Mar 1, 2020

@iamdeb28 you can work on this in pytorch

@ghost
Copy link

ghost commented Mar 1, 2020

cool.

@imskr imskr changed the title Re-Train the model notebook with ResNet-34 Model Re-Train the model notebook with ResNet-34 Model in Fastai Mar 1, 2020
@imskr
Copy link
Owner Author

imskr commented Mar 1, 2020

@Ramas1998 will you take this?

@imskr
Copy link
Owner Author

imskr commented Mar 1, 2020

@iamdeb28 Check issue #19

@poojasrinivass
Copy link

I would like to work on this issue.

@dA505819
Copy link

@imskr Shall I take this issue? All other issues are assigned.

@imskr imskr assigned dA505819 and unassigned Ramas1998 Mar 20, 2020
@shivam1423
Copy link
Contributor

shivam1423 commented Mar 22, 2020 •
edited
Loading

@imskr Can i work on the resnet34 using fast.ai part?

@imskr imskr assigned shivam1423 and unassigned dA505819 Mar 24, 2020
@dA505819
Copy link

dA505819 commented Mar 24, 2020 •
edited
Loading

@imskr Why you unassigned me?
The deadline is on 25th March.
And the work is in progress.

@imskr
Copy link
Owner Author

imskr commented Mar 24, 2020

You both can work in this! But please give updates before deadline. @dA505819

@shivam1423
Copy link
Contributor

@imskr i have trained model resnet34 using rastai with a error_rate of .8%. And i have uploaded the confusion matrix in the slack group. Now what should i do to finish this?

@shivam1423 shivam1423 removed their assignment Mar 28, 2020
@shivam1423
Copy link
Contributor

can you reassign me this issue.

@dA505819
Copy link

dA505819 commented Apr 4, 2020 •
edited
Loading

@imskr Please assign this to @shivam1423 . I will solve other issues.

@dA505819 dA505819 removed their assignment Apr 4, 2020
@Ishaan28malik
Copy link
Contributor

@shivam1423 any updates?

@shivam1423
Copy link
Contributor

@Ishaan28malik, Yes i have trained a resnet34 using fastai. Achieved a error rate of 0.008542. and ploted a confusion matrix. I have posted in the slack group.

@Ishaan28malik
Copy link
Contributor

ohk

@imskr imskr linked a pull request Apr 16, 2020 that will close this issue
ResNet34 using fastai implementation #75
Merged
@imskr imskr closed this as completed in #75 Apr 16, 2020
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Assignees

@shivam1423 shivam1423

Labels
gssoc20 GSSoC 2020 hard
Projects
None yet
Milestone
No milestone
Development

Successfully merging a pull request may close this issue.

ResNet34 using fastai implementation shivam1423/Plant_Disease_Detection
10 participants
@Ramas1998 @Ishaan28malik @poojasrinivass @NeerajSirvisetti @parthplc @ShuvamChatterjee28 @imskr @shivam1423 @dA505819 @Mansi145