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.
Background-Matting
Background Matting: The World is Your Green Screen
ydata-synthetic
Synthetic data generators for tabular and time-series data
iterative-stratification
scikit-learn cross validators for iterative stratification of multilabel data
multipledispatch
Multiple dispatch
pytorch-goodies
PyTorch Boilerplate For Research
self_supervised
A Pytorch-Lightning implementation of self-supervised algorithms
mseg-semantic
An Official Repo of CVPR '20 "MSeg: A Composite Dataset for Multi-Domain Segmentation"
Rethinking-Inpainting-MEDFE
Rethinking Image Inpainting via a Mutual Encoder Decoder with Feature Equalizations. ECCV 2020 Oral
Smoothly-Blend-Image-Patches
Using a U-Net for image segmentation, blending predicted patches smoothly is a must to please the human eye.
BalancedGroupSoftmax
CVPR 2020 oral paper: Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax.
fast_pytorch_kmeans
This is a pytorch implementation of k-means clustering algorithm
mean_average_precision
Mean Average Precision for Object Detection
flask_gunicorn_nginx_docker
Template for deploying ML models using Flask + Gunicorn + Nginx inside Docker
layer-to-layer-pytorch
PyTorch implementation of L2L execution algorithm
kaggle-pneumothorax-segmentation
https://www.kaggle.com/c/siim-acr-pneumothorax-segmentation
DaskMaskRCNN
Running Mask-RCNN on Dask with PyTorch