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resources

PyMC3 educational resources

rfcx

roaddamagedetector

robosat

Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds

robot-surgery-segmentation

Wining solution and its improvement for MICCAI 2017 Robotic Instrument Segmentation Sub-Challenge

robustcartilagesegmentation

rsna-intracranial

sagemaker-lhr-summit-demo

The source code including python files, config files, Dockerfile etc. for the SageMaker demo presented at the AWS London Summit 2018

sam-pytorch-example

An example project showing how to use AWS Lambda to deploy your PyTorch model

santander-product-recommendation

2nd Place Solution of the Kaggle Competition - Santander Product Recommendation

scaledyolov4

Scaled-YOLOv4: Scaling Cross Stage Partial Network

scikit-learn

scikit-learn: machine learning in Python

second.pytorch

SECOND for KITTI/NuScenes object detection

seg-torch

Segmentation with deep learning

segmentation

Catalyst.Segmentation

segmentation_models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

segnet-tutorial

Files for a tutorial to train SegNet for road scenes using the CamVid dataset

semantic-segmentation

Improving Semantic Segmentation via Video Propagation and Label Relaxation

semantic-segmentation-baselines

Keras (TensorFlow) baselines of deep learning papers for semantic segmentation.

semi-adversarial-networks

Implementation of SAN model for imparting gender privacy to face images

sgfin.github.io

Academic blog with markdown stolen from Sam Greydanus who stole it from Andrej Karpathy...

sha-rnn

Single Headed Attention RNN - "Stop thinking with your head"

shape-attentive-unet

Code for our paper SAUNet: Shape Attentive U-Net for Interpretable Medical Image Segmentation. https://arxiv.org/pdf/2001.07645v2.pdf

siim-acr-pneumothorax

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

sklearn-pandas

Pandas integration with sklearn

sparse_attention

Examples of using sparse attention, as in "Generating Long Sequences with Sparse Transformers"

sparser-cnn

End-to-End Object Detection with Learnable Proposal, CVPR2021

stacknet

StackNet is a computational, scalable and analytical Meta modelling framework

stat-cookbook

:orange_book: The probability and statistics cookbook