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

Question

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

Closed this issue 4 years ago · 24 comments

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.

Deleted user commented 5 years ago

cool.

Ishaan28malik commented 4 years ago

ohk

Answer 1 · 2020-02-29T20:41:58.000Z

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?

Answer 2 · 2020-02-29T20:48:54.000Z

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

Answer 3 · 2020-02-29T23:57:47.000Z

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

Answer 4 · 2020-03-01T08:24:06.000Z

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

Answer 5 · 2020-03-01T08:32:12.000Z

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

Answer 6 · 2020-03-01T10:02:28.000Z

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

Answer 7 · 2020-03-01T10:52:40.000Z

Hey can I work on this issue too?

Answer 8 · 2020-03-01T11:51:09.000Z

@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?

Answer 9 · 2020-03-01T12:03:36.000Z

Ok @NeerajSirvisetti Do it in Tensorflow.

Answer 10 · 2020-03-01T12:04:30.000Z

@iamdeb28 you can work on this in pytorch

Answer 11 · 2020-03-01T12:11:12.000Z

@Ramas1998 will you take this?

Answer 12 · 2020-03-01T12:12:12.000Z

@iamdeb28 Check issue #19

Answer 13 · 2020-03-14T06:51:31.000Z

I would like to work on this issue.

Answer 14 · 2020-03-20T13:18:20.000Z

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

Answer 15 · 2020-03-22T19:14:10.000Z

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

Answer 16 · 2020-03-24T19:18:13.000Z

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

Answer 17 · 2020-03-24T19:20:30.000Z

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

Answer 18 · 2020-03-28T19:18:33.000Z

@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?

Answer 19 · 2020-03-29T08:45:56.000Z

can you reassign me this issue.

Answer 20 · 2020-04-04T14:52:34.000Z

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

Answer 21 · 2020-04-10T10:45:14.000Z

@shivam1423 any updates?

Answer 22 · 2020-04-10T10:57:56.000Z

@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.