Jirka Borovec's Projects
matplotlib: plotting with Python
Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
Open source platform for the machine learning lifecycle
AI Toolkit for Healthcare Imaging
Morphological snakes for image segmentation and tracking
A py.test plugin to validate Jupyter notebooks
🔔 Send a Slack Notification from Github Actions regarding failure, warnings, or even success.
Homepage of paper: Paint Transformer: Feed Forward Neural Painting with Stroke Prediction, ICCV 2021.
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
A command line utility to display dependency tree of the installed Python packages
:bar_chart: Benchmark multiple object trackers (MOT) in Python
A sample project that exists for PyPUG's "Tutorial on Packaging and Distributing Projects"
Binary Pattern Dictionary Learning for gene activation in microscopy images
Simple tooling for marking deprecated functions or classes and re-routing to the new successors' instance.
A python wrapper for gco-v3.0 package, used for graph cuts based MRF optimization.
Typed interactions with the GitHub API v3
Image segmentation - general superpixel segmentation & center detection & region growing
Simple repository contribution statistics
clustering of time sequences
Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch
PyTorch implementations of Generative Adversarial Networks.
Minimal PyTorch implementation of YOLOv3
Provides everything needed for high performance data loading and augmentation in pytorch.
Image Processing SciKit (Toolbox for SciPy)
scikit-learn: machine learning in Python
Code for my master's thesis. Instance segmentation of fluorescence microscopy images with deep learning.
Segmentation models with pretrained backbones. PyTorch.
SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation (ECCV2020)
A GitHub action that facilitates "ChatOps" by creating repository dispatch events for slash commands
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent