https://github.com/rdjarbeng/fastai

This repository contains sample code for my learning journey with fast ai
https://github.com/rdjarbeng/fastai

fastai open-source tutorial

Last synced: about 2 months ago
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This repository contains sample code for my learning journey with fast ai

• Host: GitHub
• URL: https://github.com/rdjarbeng/fastai
• Owner: RDjarbeng
• License: mit
• Created: 2024-06-14T12:41:56.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2025-06-06T14:05:20.000Z (10 months ago)
• Last Synced: 2025-10-11T03:06:22.061Z (6 months ago)
• Topics: fastai, open-source, tutorial
• Language: Jupyter Notebook
• Homepage:
• Size: 1.49 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
This repository contains sample code for my learning journey with fast ai.

Tried my own version of classifier by adding one more class instead of two as shown in fast ai lesson 1.

When I was doing this, the football Euro 2024 ⚽was ongoing. Wanted to classify different players; Mbappe, Christiano Ronaldo and Lionel Messi.

![image](https://github.com/RDjarbeng/fastai/assets/57795443/fe2eba45-7e73-4f3b-9060-e689aa522877)

Went ahead and deployed a [background remover application on hugging face](https://huggingface.co/spaces/rdjarbeng/free-background-remover). Here are some examples I tried

![bg_hugginface_remover_screenshot](https://github.com/user-attachments/assets/77a1d4bf-52d5-441f-910f-49b1246bc3cf)

![segmentany_man](https://github.com/user-attachments/assets/72d24bdf-0238-49ee-a99b-644318a1e992)

![segmentany_man_mask](https://github.com/user-attachments/assets/f0962e2f-64f7-4bcc-af80-d91fb270f535)

Later added more models and options. For anime characters, human segmentation, cloth parsing...

![image](https://github.com/user-attachments/assets/28e7b27d-4d83-474b-87a7-dc1981cdc4d4)