Starter Pack for creating fast responsive Web App for FastAI Version 2 Vision models
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Updated
Aug 10, 2024 - CSS
Starter Pack for creating fast responsive Web App for FastAI Version 2 Vision models
Host for https://walkwithfastai.com
crystal structure analysis with RHEED and ML
Fine-tuned ResNet50 using Fast.ai on the image dataset of 525 different bird species.
Text Classification Using FastAI V2
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.
Notebooks for Fastai Viusal Guide
Baseline implementations for various Deep Learning Applications using fastai2
Some utililties to help you using fastai2 to train huggingface transformers
Time Series package for fastai v2
Clothing Outfit Detection model built using Neural Networks like ResNet and FastAI.
🤝 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).
X-ray Classification Model for Left or Right Elbow Anteroposterior Projections
A disaster response solution that helps allocate resources to where they're needed.
Dokumentacja badań dotyczących wartości hiperparametrów dla zadania różnicowania między twarzami kobiet i mężczyzn z wykorzystaniem Gender Classification Dataset (Chauhan, 2021).
A deep learning classifier which identifies loose grocery items.
Training a model to recognize Sign Language then running inference on the Webcam
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