Varun Kapoor's Projects
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
Collection of different LaTeX/XeTeX templates (cv, invoices, timesheets, letters, etc.).
Useful collection of codes
Create training data for inr files for Neural Network training
The update sites ImageJ knows about automatically
Live training loss plot in Jupyter Notebook for Keras, PyTorch and others
build GUIs from python functions, using magic.
Read and analyse Mastodon (FIJI Plugin) .csv and .xml data
Math tutorial videos for kids starting from 5
The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.
Memray is a memory profiler for Python
A Python package for analyzing XYZ positional data of moving objects over time
Compare different models for performance
napari: a fast, interactive, multi-dimensional image viewer for python
Create projects in napari to annotate series of images and export annotations
notebook demonstrating napari with dask-delayed processing
Napari plugin for creating labels using floodfill.
This napari plugin creates several regions of interest of similar area over cells in a fluorescence video (2D+time). It then gets ROIs means over time and performs signal denoising: fixes photobleaching and separates signal from noise by means of blind source separation (with or without wavelet filtering).
notebook and (eventually) slides from scipy 2023 talk
Use Napari Viewer to display CZI images
Prototype implementation of napari-integrated CNN training viewer
Hands-on Python: Plotting and Data Analysis
A javascript based network running in your browser
Notes On Using Data Science & Artificial Intelligence To Fight For Something That Matters.