mattroz Goto Github PK

acscc

Automated Control System Circuit convolution using Mason's rule.

awesome-rl

Reinforcement learning resources curated

broforce

Форма для вступления. Представляемся, знакомимся, пытаемся понять - кто на что горазд.

cbam

Convolutional Attention Block Module

cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

coursework_bntu

II course, semester 2

cvat

Computer Vision Annotation Tool (CVAT) is a web-based tool which helps to annotate video and images for Computer Vision algorithms

data_structures

Brushin' up on data structure

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

diffusion-ddpm

Implementation of "Denoising Diffusion Probabilistic Models", Ho et al., 2020

elf

An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games

facenet-pytorch

Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models

grimoire

A compilation of various CV/ML/DL approaches, tricks and interesting implementations. Potentially should serve as versatile toolbelt and helper in many ML/DL-related tasks.

introml_yandex

Exercises for "Intro to Machine Learning" course by Yandex on Coursera.

jobposts

A/B Testing for job postings

jquery_lab

keras-resnet

Residual networks implementation using Keras-1.0 functional API

keraspersonlab

Keras-tensorflow implementation of PersonLab (https://arxiv.org/abs/1803.08225)

labs

mattroz.github.io

miniclip

Implementation of CLIP model with a reduced capacity. For self-educational purposes only.

ml-sandbox

Various machine learning algorithms and techniques implementation from scratch (or almost from scratch).

mobilenet_segmentation

Binary semantic segmentation with UNet based on MobileNetV2 encoder

naive_deep_learning

Naive implementation of some deep learning models

pathfinding

Practice in pathfinding algorithms.

planningsystem

Planning system based on intellectual agents with goal achieving; fully observable and partial obsrvable environment generator for agent(s)

promssir

Prototype of modernized sensor system of industrial robot's manipulator for implementation of the technical process with operator's presence in the work zone based on Raspberry Pi 2 with Sense HAT

pytorch-yolov3

Minimal PyTorch implementation of YOLOv3

pytorch2keras

PyTorch to Keras model convertor

quadtree-c-sharp

quadtree c# implementation