My personal computer vision/machine learning projects as a Computational Scientist. Reach out to me on LinkedIn for a chat!
- Vizgen Inc.
- United States
- https://www.linkedin.com/in/amandahsr/
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- ComputerVision-Glossary
ComputerVision-Glossary PublicComputer vision techniques and short scripts implementing them.
Jupyter Notebook 1
- VesselAttributesPrediction
VesselAttributesPrediction PublicA multi-model inference workflow that uses YOLOv8 to detect vessel types in optical satellite images and uses CLIP for zero-shot prediction of cargo status.
Jupyter Notebook
- ObjectSizeEstimation
ObjectSizeEstimation PublicBuilding a lightweight CNN using the ShuffleNet V2 architecture to estimate 3D object sizes.
Jupyter Notebook
- AdverseDrugReactionInText
AdverseDrugReactionInText PublicBuilding an LSTM to detect drug names and associated adverse drug reactions in english texts.
Jupyter Notebook
- LeukaemiaImageClassification
LeukaemiaImageClassification PublicBuilding an image classification model to identify leukemia blast cells from normal healthy cells in microscopic images.
Jupyter Notebook 1
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