Text Classification Using FastAI V2
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Updated
May 23, 2023 - Jupyter Notebook
Text Classification Using FastAI V2
🤝 Implementing BANs with Teacher Confidence Weighting and Dark Knowledge Permutations from scratch, and testing said implementations between DenseNet-121 teachers and ResNet-18 student ensembles on the ImageWang Dataset (along with some MLP MNIST tests).
Currently only capable of classifying oak, beech, elm and ash leaves
A deep learning classifier which identifies loose grocery items.
Some utililties to help you using fastai2 to train huggingface transformers
Brain MRI segmentation
crystal structure analysis with RHEED and ML
Clothing Outfit Detection model built using Neural Networks like ResNet and FastAI.
Fine-tuned ResNet50 using Fast.ai on the image dataset of 525 different bird species.
Baseline implementations for various Deep Learning Applications using fastai2
train an audio detector on badminton shots, using fastai framework
Dokumentacja badań dotyczących wartości hiperparametrów dla zadania różnicowania między twarzami kobiet i mężczyzn z wykorzystaniem Gender Classification Dataset (Chauhan, 2021).
Source code for the project OOD Detection of COVID-19 From Chest X-Ray Images, written as part of the KTH course DD2424, Deep Learning in Data Science:
An image classifier that predicts members of the genus Panthera family. Trained using FastAI v2 API and deployed on StreamLit.
An in-Notebook visualiser for a FastAI vision learner using get_preds() from a test dataset. An example of its usage is on this site.
Built and deployed a deep learning model with fastai2, binder, voila
X-ray Classification Model for Left or Right Elbow Anteroposterior Projections
Notebooks for Fastai Viusal Guide
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