Jirka Borovec (Borda)

Borda

Geek Repo

Company:Grid.ai | PytorchLightning

Location:Prague

Home Page:linkedin.com/in/jirka-borovec

Twitter:@JirkaBorovec

Github PK Tool:Github PK Tool


Organizations
conda-forge
gridai
LibreCV
nteract
PyTorchLightning
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Jirka Borovec's repositories

pyImSegm

Image segmentation - general superpixel segmentation & center detection & region growing

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BIRL

BIRL: Benchmark on Image Registration methods with Landmark validations

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pyDeprecate

Simple tooling for marking deprecated functions or classes and re-routing to the new successors' instance.

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docker_python-opencv-ffmpeg

Dockerfile containing FFmpeg, OpenCV4 and Python2/3, based on Ubuntu LTS

kaggle_image-classify

Identify the type of disease present on Appletree leafs

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kaggle_brain-tumor-3D

Predict the status of a genetic biomarker important for brain cancer treatment

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kaggle_sandbox

a starting point for Kaggle attempt :]

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pyRepoStats

Simple repository contribution statistics

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kaggle_image-segm

Simple tooling for instance segmentation aiming at cell biology...

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py_sample-project

A sample project that exists for PyPUG's "Tutorial on Packaging and Distributing Projects"

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detoxify

Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using ⚡ Pytorch Lightning and 🤗 Transformers.

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yolov5

YOLOv5 in PyTorch

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pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

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torchmetrics

Machine learning metrics for distributed, scalable PyTorch applications.

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kaggle_COVID-detection

Identify and localize COVID-19 abnormalities on chest radiographs.

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FLAML

A fast and lightweight AutoML library.

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imbalanced-dataset-sampler

A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.

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lightning-tutorials

Collection of Pytorch lightning tutorial form as rich scripts automatically transformed to ipython notebooks.

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docker-kaggle

Kaggle Python docker image

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icevision

An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come

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kornia

Open Source Differentiable Computer Vision Library for PyTorch

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lightning-flash

Collection of tasks for fast prototyping, baselining, finetuning and solving problems with deep learning.

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MONAI

AI Toolkit for Healthcare Imaging

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papermill

📚 Parameterize, execute, and analyze notebooks

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perceiver-io

A PyTorch implementation of DeepMind's Perceiver IO with PyTorch Lightning scripts for distributed training

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rising

Provides everything needed for high performance data loading and augmentation in pytorch.

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torchvision

Datasets, Transforms and Models specific to Computer Vision

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mlflow

Open source platform for the machine learning lifecycle

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scikit-learn

scikit-learn: machine learning in Python

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