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Iowa State University
- Ames
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16:32
(UTC -12:00)
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Image-Classification-using-Resnet34
Image-Classification-using-Resnet34 PublicThe following notebook trains a neural network classifier based on Resnet34 that is able to differentiate between 120 different species of dogs with over 85% accuracy. The network is trained using …
Jupyter Notebook 4
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spacy-example-medium-article
spacy-example-medium-article PublicThe jupyter notebook is meant to be a complementary resource to my medium article on semantic analysis with spacy
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image-preprocessing-techniques
image-preprocessing-techniques PublicJupyter notebook containing various image preprocessing techniques and their implementations in python.
Jupyter Notebook
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SVM-example-for-medium-article
SVM-example-for-medium-article PublicThis repository contains code that visualizes the decision boundary of a support vector machine model on a 3-D dataset. It is meant to be a supplement to the related medium article.
Jupyter Notebook
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Google-Images-scraping-tool
Google-Images-scraping-tool PublicThe following code uses the fast.ai library to scrape images from a google image search
Jupyter Notebook 1
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Semantic-Segmentation-using-Unet
Semantic-Segmentation-using-Unet PublicThe following colab notebook attempts scene parsing using a pre-trained U-net architecture
Jupyter Notebook
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