artemi8

code_snippets

course-v3

The 3rd edition of course.fast.ai

covid19_detector

This project is a implementation of a covid-19 detector tutorial from PyImageSearch website.

deeplearning-models

A collection of various deep learning architectures, models, and tips

deploy-deep-learning-models-tf-serving-docker

Deploying deep learning models using Tensorflow Serving with gRPC and REST endpoints

diffusion-model-tutorial

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

face-recognition-and-identification

Face recognition and identification using Haar cascades classifier and VGG-Face model

gnnpapers

Must-read papers on graph neural networks (GNN)

graph-neural-networks-roadmap

keras-resnet-tutorial

leaf-diseases-detection

learnopencv

Learn OpenCV : C++ and Python Examples

masking-augmentation-opencv-keras-image-processing

Mask creation for segmentation task using opencv and Image augmentation tasks with imgaug library

ml-project-1

ml-project-2

optimizing-inference-with-tensorrt

TensorFlow integration with TensorRT to increase inference performance at FP32, FP16, and INT8 precision

rl-black-jack

rl-rocket-landing

This repository showcases the use of the pyflyt module's rocket landing environment and various reinforcement learning (RL) algorithms to solve it. The TQC (Truncated Quantile Critics) algorithm from Stable Baselines has shown the best performance.

satellite-image-deep-learning

Resources for deep learning with satellite & aerial imagery

spectralnet

sst-forecast-ml

SST Forecasting System: A robust forecasting platform leveraging ERA5 reanalysis data and big data tools (Airflow, Spark, Cassandra, PostgreSQL) to predict Sea Surface Temperatures. Utilizes Facebook's Prophet and Random Forest models for precise predictions, integrated with Tableau for real-time data visualization.