mattroz

mobilenet_segmentation

Binary semantic segmentation with UNet based on MobileNetV2 encoder

diffusion-ddpm

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

CBAM

Convolutional Attention Block Module

SINet.pytorch

PyTorch implementation on "SINet: Extreme Lightweight Portrait Segmentation Networks with Spatial Squeeze Modules and Information Blocking Decoder"

SDFT

Stable Diffusion Fine-Tuning techniques overview.

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.

miniCLIP

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

Squeeze-And-Excitation-Blocks

Squeeze and Excitation blocks implementation.

ACSCC

Automated Control System Circuit convolution using Mason's rule.

awesome-rl

Reinforcement learning resources curated

cookiecutter-data-science

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

cvat

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

Detectron

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

facenet-pytorch

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

introML_yandex

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

keras-resnet

Residual networks implementation using Keras-1.0 functional API

KerasPersonLab

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

mattroz.github.io

ml-sandbox

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

naive_deep_learning

Naive implementation of some deep learning models

PyTorch-YOLOv3

Minimal PyTorch implementation of YOLOv3

pytorch2keras

PyTorch to Keras model convertor

Robocake_ROS

Catkin workspace for RoboCake tests

rpi_cv_pipeline

Pipeline for client-server data transmission and face recognition using Raspberry Pi.

ssd_keras

A Keras port of Single Shot MultiBox Detector

study_helpers

Set of various helpers written for hometasks, seminars, labs etc.

synthwave-vscode

Synthwave inspired colour theme for VS Code 🌅🕶

tf-pose-estimation

Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference.

TicTacToe-RL

Reinforcement learning algortihms test using tic-tac-toe environment

yatopi

Yet Another Torch Pipeline - configurable PyTorch pipeline for prorotyping