Share your work : June 29 - July 5

Share Your Work
#1

Use this thread to share your work from this week.

The best way to structure your reply is to include:

  • Name of the Project(Could be the blog title)
  • Brief Summary
  • Link to your work
  • Learnings

Read the getting started post to understand what you can post:
https://jovian.ai/forum/t/share-your-work-getting-started/7166/2

#2

Check my blog about my project on predicting the wine quality with the help of pytorch

#3

Hello eveyone!
I completed my project which was architectural style classification
https://jovian.ai/aarshibhatt112/architecture-style-classification-project,

2 days ago and I published the blog on same recently

I am open to suggestions!
Also claps are appreciated
Thanks in advance :smile:

2 Likes
#4

Hello everyone, :smile:
Please find my course project from here Predicting employee attrition rate using Feed Forward Neural Network in PyTorch.

Here is my blog Deep Learning Project using PyTorch

#5

Hi everyone,

here is my blog post: https://medium.com/@alitbk/image-classification-in-a-nutshell-5-different-modelling-approaches-in-pytorch-with-cifar100-8f690866b373

I look forward hearing your feedback. :blush:

Best
ali

#6

For my course project, i have made a american sign language classification model using deep neural networks, deep convolutional neural networks and resnet-9

Blog Link: https://medium.com/@thackerhelik/classification-of-the-american-sign-language-using-pytorch-c62232e2abe3

Notebook Link: https://jovian.ai/thackerhelik/asl

Feel free to suggest corrections and improvements. Thanks!

#7

Hello Guys,

I have done my project on GANs.
Using GANs I have created my own artwork which consists of paintings and sketches.
The results are not bad and I am quite satisfied.

I have used pretty much the same code used in the lecture notebook. So if you have any suggestions for improving the architecture of the models please let me know I will try it out.

Check out the blog post and my notebook

1 Like
#8

Hello All,

Have been reading a few projects, so many different thoughts and ideas. I attempted a basic Yoga Asana Classifier and also built a simple UI using StreamLit. Sharing my course project and blog post here, do have a look and share your comments -
Blog link: Asana Classifier
Github : Code for Asana Classifier
My first blog post, may feel all over the place, thanks for the patience!

Have a great time exploring and experimenting! :grinning:

1 Like
#9

Hai Guys,

For my course project I built a sentiment classifier for a custom dataset using Google BERT.
Link to notebook : Notebook

Link to Medium Blogpost: Medium

I would appreciate if you could leave comments/suggestions🙂

Thank you

#10

Hi all,

here is my final course project with GANs. I tried to generate Mortys from Rick and Morty!
Check out my blogpost and notebook:

Cheers!

3 Likes
#11

Hi Everyone,

please check my blog and notebook on course project Facial Emotion Recognition.

emotion_recognition
emotion_recognition1024×436 592 KB

Happy Learning…!
Mayank

1 Like
#12

Hi guys,
Finished the course project Intel Image classification.
Do check out the note book Here.
Also visit the medium blog for the above notebook.

1 Like
#13

This is the first time I have done a project from scratch and wrote a blog. I never thought I would write a blog, thanks to the team for this amazing course. Any suggestions, feedback would really help me to improve myself.

#14

I have finally made a blog post for my course project. Do check out and tell me how it is. :slight_smile:

#15

Hi everyone! Have you ever been looking at an image and wondered - is this an elephant, a zebra, a rhino or a buffalo? I know I definitely have :joy: , so I built a CNN classifier for my course project. I attained 100% validation and 100% test set accuracy!! Here is the link, give it a look and like it if you enjoyed my work!

#16

Hi All, I finally completed my blog post for my course project.

#17

Happy to announce that my blog post has been featured in Jovian.ml blog on Medium. Do check it out!

1 Like
#18

Hello everyone,

So, for my final project I did a silly model to do something useful: to identify new tires and worn out tires so that one can use this model to check if the tires on his car are worn out and need replacement.

I tried to do a CNN model with not much success: course-project-worn-out-tires

And then I tried to use a ResNet32 model with a little better success: course-project-worn-out-tires-resnet

Still, to get a good and well-trained model I would need to collect and clean up a better dataset with pictures of tires and probably do some improvements in the model too.

In the end I wrote a blog post here: https://medium.com/@ntufar/neural-network-to-identify-if-tires-are-worn-out-and-need-replacement-27b22c612180

Hope it will be useful to someone or inspire someone to do great and better things.

#19

Hi, all. This is my notebook and blog post.

#20

Hey guys, check out my blog and do let me know what you think and what I can improve. All positive and negative feedback welcome :slight_smile: