ivanpanshin

Ivan Panshin's starred repositories

remote-jobs

A list of semi to fully remote-friendly companies (jobs) in tech.

Language:JavaScriptCC0-1.028672 916 172

Real-ESRGAN

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

Language:PythonBSD-3-Clause27348 231 659

shap

A game theoretic approach to explain the output of any machine learning model.

Language:Jupyter NotebookMIT22300 239 2514

vision

Datasets, Transforms and Models specific to Computer Vision

Language:PythonBSD-3-Clause15871 427 3213

dalle-mini

DALL·E Mini - Generate images from a text prompt

Language:PythonApache-2.014716 112 155

Mos

一个用于在 macOS 上平滑你的鼠标滚动效果或单独设置滚动方向的小工具, 让你的滚轮爽如触控板 | A lightweight tool used to smooth scrolling and set scroll direction independently for your mouse on macOS

Language:SwiftNOASSERTION14183 97 580

albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

Language:PythonMIT13883 128 972

imagededup

😎 Finding duplicate images made easy!

Language:PythonApache-2.05055 63 120

deep-person-reid

Torchreid: Deep learning person re-identification in PyTorch.

Language:PythonMIT4215 108 543

sort

Simple, online, and realtime tracking of multiple objects in a video sequence.

Language:PythonGPL-3.03872 73 157

3D-ResNets-PyTorch

3D ResNets for Action Recognition (CVPR 2018)

Language:PythonMIT3855 58 269

imbalanced-dataset-sampler

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

Language:PythonMIT2241 31 36

alibi-detect

Algorithms for outlier, adversarial and drift detection

Language:PythonNOASSERTION2183 38 356

torchio

Medical imaging toolkit for deep learning

Language:PythonApache-2.02027 18 454

pytorch-3dunet

3D U-Net model for volumetric semantic segmentation written in pytorch

Language:Jupyter NotebookMIT1934 360

MedicalZooPytorch

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

Language:PythonMIT1688 34 25

SRGAN

A PyTorch implementation of SRGAN based on CVPR 2017 paper "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"

Language:PythonMIT1128 18 138

MedMNIST

[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification

Language:PythonApache-2.01027 15 59

imagenette

A smaller subset of 10 easily classified classes from Imagenet, and a little more French

Language:Jupyter NotebookApache-2.0937 12 24

open-metric-learning

Metric learning and retrieval pipelines, models and zoo.

Language:PythonApache-2.0843 11 225

DrEureka

Official Repository for "DrEureka: Language Model Guided Sim-To-Real Transfer" (RSS 2024)

Language:PythonMIT768 10 9

Efficient-3DCNNs

PyTorch Implementation of "Resource Efficient 3D Convolutional Neural Networks", codes and pretrained models.

Language:PythonMIT763 14 42

tide

A General Toolbox for Identifying Object Detection Errors

Language:PythonMIT702 17 47

pcam

The PatchCamelyon (PCam) deep learning classification benchmark.

Language:PythonNOASSERTION463 18 14

dhash

Python library to calculate the difference hash (perceptual hash) for a given image, useful for detecting duplicates

Language:PythonMIT351 14 9

kinetics-downloader

Download DeepMind's Kinetics dataset.

Language:PythonMIT260 11 15

pybboxes

Light weight toolkit for bounding boxes providing conversion between bounding box types and simple computations.

Language:PythonMIT144 3 11

Confluence

A Robust Non-IoU Alternative to Non-Maxima Suppression in Object Detection

Language:Python50 3 7

exhaustive-weighted-random-sampler

The missing distributed weighted random sampler for PyTorch

Language:PythonMIT24 10

segment-vasculature-5th-place

3D segmentation of blood vessels based on Hierarchical Phase-Contrast Tomography (HiP-CT)

Language:Python4 10