penningavery

penningavery's starred repositories

pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

Language:PythonMIT5885 63 496

yolact

A simple, fully convolutional model for real-time instance segmentation.

Language:PythonMIT4981 105 790

Background-Matting

Background Matting: The World is Your Green Screen

Language:Python4779 144 81

cuml

cuML - RAPIDS Machine Learning Library

Language:C++Apache-2.04071 72 2426

AdelaiDet

AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.

Language:PythonNOASSERTION3344 84 543

ydata-synthetic

Synthetic data generators for tabular and time-series data

Language:Jupyter NotebookMIT1381 32 100

l5kit

L5Kit - https://woven.toyota

Language:Python851 197 133

iterative-stratification

scikit-learn cross validators for iterative stratification of multilabel data

Language:PythonBSD-3-Clause834 6 25

multipledispatch

Multiple dispatch

Language:PythonNOASSERTION802 18 77

ijson

Iterative JSON parser with Pythonic interfaces

Language:PythonNOASSERTION796 12 91

rep

Machine Learning toolbox for Humans

Language:Jupyter NotebookNOASSERTION686 50 71

pytorch-goodies

PyTorch Boilerplate For Research

Language:Python599 18 10

self_supervised

A Pytorch-Lightning implementation of self-supervised algorithms

Language:PythonMIT525 12 13

mseg-semantic

An Official Repo of CVPR '20 "MSeg: A Composite Dataset for Multi-Domain Segmentation"

Language:PythonMIT459 14 30

AdamP

AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights (ICLR 2021)

Language:PythonMIT411 13 13

Rethinking-Inpainting-MEDFE

Rethinking Image Inpainting via a Mutual Encoder Decoder with Feature Equalizations. ECCV 2020 Oral

Language:PythonNOASSERTION369 16 36

Smoothly-Blend-Image-Patches

Using a U-Net for image segmentation, blending predicted patches smoothly is a must to please the human eye.

Language:PythonMIT355 12 14

BalancedGroupSoftmax

CVPR 2020 oral paper: Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax.

Language:PythonApache-2.0351 11 25

npbg

Neural Point-Based Graphics

Language:PythonMIT324 15 38

dask-cuda

Utilities for Dask and CUDA interactions

Language:PythonApache-2.0281 24 373

fast_pytorch_kmeans

This is a pytorch implementation of k-means clustering algorithm

Language:PythonMIT272 8 16

mean_average_precision

Mean Average Precision for Object Detection

Language:PythonMIT192 2 19

flask_gunicorn_nginx_docker

Template for deploying ML models using Flask + Gunicorn + Nginx inside Docker

Language:PythonMIT157 3 3

selfsne

Self-Supervised Noise Embeddings (Self-SNE)

Language:Jupyter NotebookApache-2.0154 310

layer-to-layer-pytorch

PyTorch implementation of L2L execution algorithm

Language:PythonMIT107 7 2

kittylyst

A tiny Catalyst-like experiment runner framework on top of micrograd.

Language:Jupyter NotebookMIT52 60

kaggle-pneumothorax-segmentation

https://www.kaggle.com/c/siim-acr-pneumothorax-segmentation

Language:Python42 30

DaskMaskRCNN

Running Mask-RCNN on Dask with PyTorch

Language:PythonMIT27 30

gramtion

Twitter bot for generating photo descriptions (alt text)

Language:PythonMIT23 1 1

dask-ps

Dask parameter server

Language:Jupyter Notebook6 3 1