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Handwriting Recognition using Deep Learning #139

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Handwriting Recognition using Deep Learning #139

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Nav3005
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@Nav3005 Nav3005 commented Jan 11, 2025

Closes: #112

  • Title : Handwriting Recognition on MNIST Dataset
  • Your Name: Naveen Karthik Rajakumar
  • Idenitfy yourself: SWOC Contributor

Describe the add-ons or changes you've made 📃

  • Designed and trained a Convolutional Neural Network (CNN) to classify handwritten digits.
  • Added visualization of training and testing results, including accuracy and loss graphs.
  • Provided code comments and explanations for better readability and understanding.

Checklist: ☑️

  • My code follows the Contributing Guidelines & Code of Conduct of this project.
  • This PR does not contain plagiarized content.
  • I have performed a self-review of my own code.
  • I have commented my code, particularly wherever it was hard to understand.
  • My changes generate no new warnings.

Screenshots 📷

Converted Images :
Converted Images

Prediction :
Prediction

Confusion Matrix :
confusion matrix

Working Video 🎥

Webpage.mov

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Thank you for submitting your pull request! We'll review it as soon as possible. For further communication, join our discord server https://discord.gg/tSqtvHUJzE.

Avdhesh-Varshney
Avdhesh-Varshney requested changes Jan 12, 2025
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@Avdhesh-Varshney Avdhesh-Varshney left a comment

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NICE WORK!

Because of recent major change in docs is conflicted with the pr.
Either you can correct it or re-raise your pr by committing in other branch other than main.

docs/DL/projects/hand_writing_recognition.md Outdated
To develop a system that recognizes handwritten digits using the MNIST dataset, leveraging deep learning techniques for high accuracy.

### DATASET LINK
[Dataset](https://www.kaggle.com/datasets/hojjatk/mnist-dataset)
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instead of writing Dataset. paste your link. [link](link)

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@Avdhesh-Varshney ok

docs/DL/projects/hand_writing_recognition.md Outdated

### NOTEBOOK LINK

[Colab Notebook](https://colab.research.google.com/drive/1IPZ8Yy0UG_5NdcbwlgHhwMu4vr5fBaqu?usp=sharing)
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update this link too.

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Nav3005 commented Jan 12, 2025 •
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NICE WORK!

Because of recent major change in docs is conflicted with the pr. Either you can correct it or re-raise your pr by committing in other branch other than main.

@Avdhesh-Varshney can u explain how and where i should make changes to meet with the guidelines

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@Nav3005 you can review these 2 links will definitely help you out.

https://avdhesh-varshney.github.io/AI-Code/projects/deep-learning/
#143

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Nav3005 commented Jan 13, 2025

@Nav3005 you can review these 2 links will definitely help you out.

https://avdhesh-varshney.github.io/AI-Code/projects/deep-learning/ #143

Is there change in project template ?

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@Nav3005 you can review these 2 links will definitely help you out.
https://avdhesh-varshney.github.io/AI-Code/projects/deep-learning/ #143

Is there change in project template ?

No

@Nav3005 Nav3005 closed this by deleting the head repository Jan 16, 2025
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@Nav3005 from the next time, raise your pr by creating a new branch.

  • Never commit directly in main branch.

@Avdhesh-Varshney Avdhesh-Varshney added wontfix ❌ This will not be worked on and removed Status: Requested Changes labels Jan 16, 2025
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📃: HandWriting Recognition using Deep learning
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