tatigabru Goto Github PK

albumentations

fast image augmentation library and easy to use wrapper around other libraries

bicycles

Somewhat random set of helper functions

binary_segmentation

Example and tutorial for binary segmentation task

cloud-gpus

This repository contains information about Cloud GPU offerings for Machine Learning practitioners.

cosmiq_sn6_baseline

Baseline algorithm for the SpaceNet 6 Challenge

ctg_app

Demo WebApp for CTG signals

data-science-interviews

Data science interview questions and answers

deep-learning-in-cloud

List of deep learning cloud providers

drivendata-alzheimer-research-1st-place-solution

1st place solution for Clog Loss: Advance Alzheimer’s Research with Stall Catchers

football-helmet-detector

Detect helmets in American Football footage

iglovikov_helper_functions

An unstructured set of helper functions

inria

Inria aerial satellite imaging segmentation

kaggle-imet

https://www.kaggle.com/c/imet-2019-fgvc6

kaggle-lyft

Description of the solution for the Lyft challenge https://www.kaggle.com/c/3d-object-detection-for-autonomous-vehicles

kaggle-plasticc

Photometric light curves classification with machine learning

kaggle-rsna

Deep Learning for Automatic Pneumonia Detection, RSNA challenge

lg_smiles_1st

mean_average_precision

Mean Average Precision for Object Detection

nfl_impact_detection

https://www.kaggle.com/c/nfl-impact-detection/overview

open-cities-ai-challenge

Winners of the Open Cities AI Challenge competition

open-cities-challenge

First place solution for Open Cities DrivenData challenge

python-package-template

Your next Python package needs a bleeding-edge project structure.

python_under_hood

List of python data structures and common operations, with complexities and realisation

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-toolbelt

PyTorch extensions for fast R&D prototyping and Kaggle farming

react-website

Website built using react.is

retinafacemask

Detector for faces with masks / no masks on top of them.

siim-classificators

Classification pipeline examples based on https://www.kaggle.com/c/siim-isic-melanoma-classification/overview

spacenet6

Spacenet6 challenge solution https://www.topcoder.com/challenges/30116975

spacenet_sar_buildings_solutions

The winning solutions for the SpaceNet 6 Challenge