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This repository created to practice fastai module as well as to benchmark the dataset for various tasks using it. Though I'm following Jeremy Howard's session for now, but I've some other plans for it.
Updated
Sep 26, 2019
Jupyter Notebook
Simple exercise to train a network to detect a PS4 game from a screenshot
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Apr 11, 2020
Jupyter Notebook
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Nov 28, 2021
Jupyter Notebook
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Aug 7, 2019
Jupyter Notebook
Solution to Facial Expression Recognition Kaggle Challenge (FER 2013)
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May 17, 2020
Jupyter Notebook
singularity container for fastai-v3
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Jul 4, 2020
Jupyter Notebook
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Mar 16, 2021
Jupyter Notebook
Deploy fastai models using render for efficient model serving.
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Sep 9, 2021
Python
A repo for all my practice notebooks following fastai v3 deep learning course
Updated
Jan 5, 2023
Jupyter Notebook
Contains about 600 Images of the ISIC dataset and a ResNet-50 implementation with fast.ai
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Aug 30, 2020
Jupyter Notebook
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Dec 25, 2019
Jupyter Notebook
Using Neural Networks on Chest Xrays to find abnormal and normal xrays to diagnose for Pulmonary Tuberculosis
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Sep 13, 2019
Jupyter Notebook
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Jun 20, 2020
Jupyter Notebook
A collection of my Jupyter notebooks and other educational materials, done alongside fast.ai's Practical Deep Learning for Coders (v3) course.
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Jul 8, 2020
Jupyter Notebook
Portuguese Language Model created with Wikipedia texts
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Dec 6, 2019
Jupyter Notebook
Classifies among three ethnic groups : Indian, African and Chinese ethnicity.
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Jul 3, 2020
Jupyter Notebook
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Dec 14, 2019
Jupyter Notebook
🙏 👽 💦 An excuse to use deep learning
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Jun 22, 2022
Jupyter Notebook
Used Fastai to detect weed and different classes of seedlings from seedling photos, Resnet50 as the transfer learning model
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May 13, 2020
Jupyter Notebook
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