penningavery

penningavery

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Company:Diamond Light Source

Location:Oxford, UK

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pytorch-metric-learning

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

Language:PythonLicense:MITStargazers:5885Issues:63Issues:496

yolact

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

Language:PythonLicense:MITStargazers:4981Issues:105Issues:790

Background-Matting

Background Matting: The World is Your Green Screen

cuml

cuML - RAPIDS Machine Learning Library

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AdelaiDet

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

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ydata-synthetic

Synthetic data generators for tabular and time-series data

Language:Jupyter NotebookLicense:MITStargazers:1381Issues:32Issues:100

l5kit

L5Kit - https://woven.toyota

iterative-stratification

scikit-learn cross validators for iterative stratification of multilabel data

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multipledispatch

Multiple dispatch

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ijson

Iterative JSON parser with Pythonic interfaces

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rep

Machine Learning toolbox for Humans

Language:Jupyter NotebookLicense:NOASSERTIONStargazers:686Issues:50Issues:71

pytorch-goodies

PyTorch Boilerplate For Research

self_supervised

A Pytorch-Lightning implementation of self-supervised algorithms

Language:PythonLicense:MITStargazers:525Issues:12Issues:13

mseg-semantic

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

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AdamP

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

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Rethinking-Inpainting-MEDFE

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

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Smoothly-Blend-Image-Patches

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

Language:PythonLicense:MITStargazers:355Issues:12Issues:14

BalancedGroupSoftmax

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

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npbg

Neural Point-Based Graphics

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dask-cuda

Utilities for Dask and CUDA interactions

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fast_pytorch_kmeans

This is a pytorch implementation of k-means clustering algorithm

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mean_average_precision

Mean Average Precision for Object Detection

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flask_gunicorn_nginx_docker

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

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selfsne

Self-Supervised Noise Embeddings (Self-SNE)

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:154Issues:31Issues:0

layer-to-layer-pytorch

PyTorch implementation of L2L execution algorithm

Language:PythonLicense:MITStargazers:107Issues:7Issues:2

kittylyst

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

Language:Jupyter NotebookLicense:MITStargazers:52Issues:6Issues:0

kaggle-pneumothorax-segmentation

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

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DaskMaskRCNN

Running Mask-RCNN on Dask with PyTorch

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gramtion

Twitter bot for generating photo descriptions (alt text)

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dask-ps

Dask parameter server

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