dubrovin-sudo Goto Github PK

5g-planning-using-a-ga

An implementation of a genetic algorithm to solve the planning problem present in 5G cellular networks

currencyrate

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

deep-learning-lectures

detr

End-to-End Object Detection with Transformers

developer-roadmap

Roadmap to becoming a web developer in 2021

docker

Docker commands and example of Dockerfile

drone-detection

A deep learning neural net model to detect drone/drones from a given picture using Using Fast R-CNN architecture via Keras-Retinanet Implementation. (Dataset and Pre-Trained model provided)

dsp-theory

Theory of digital signal processing (DSP): signals, filtration (IIR, FIR, CIC, MAF), transforms (FFT, DFT, Hilbert, Z-transform) etc.

free_parking_space

A way to find free parking space

frozen-graph-tensorflow

Save, Load Frozen Graph and Run Inference From Frozen Graph in TensorFlow 1.x and 2.x

grokking_algorithms

Code for the book Grokking Algorithms (https://amzn.to/29rVyHf)

hand-gesture-recognition-using-mediapipe

MediaPipe(Python版)を用いて手の姿勢推定を行い、検出したキーポイントを用いて、簡易なMLPでハンドサインとフィンガージェスチャーを認識するサンプルプログラムです。（Estimate hand pose using MediaPipe(Python version). This is a sample program that recognizes hand signs and finger gestures with a simple MLP using the detected key points.）

house-prediction

Testing MLOps approach to predict houses' prices in Saint-Petersburg

imageai

A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities

interactive-coding-challenges

120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.

investing

Investing Returns on the Market as a Whole

laser_trace

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

matlab

mediapipe

Cross-platform, customizable ML solutions for live and streaming media.

ml-papers-explained

Explanation to key concepts in ML

mobilehumanpose

Real-time 3D human pose estimation in mobile devices

neural-network

neural_networks_and_cv

object_detection

Small example of using open-source python library ImageAI

pandarallel

A simple and efficient tool to parallelize Pandas operations on all available CPUs

post

python

All Algorithms implemented in Python

pytorch-ssd

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.