applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

asimniazi63

asimniazi63.github.io

awesome-earthobservation-code

A curated list of awesome tools, tutorials, code, helpful projects, links, stuff about Earth Observation and Geospatial stuff!

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

breast-cancer-classification-using-neural-network

cdl-segmentation

Paper Portfolio: "A Deep Learning based comparative study for Land cover and Crop type Classification "

colab-workshop

Colab Workshop conducted for CS867 SEECS NUST

color_recognition

:art: Color recognition & classification & detection on webcam stream / on video / on single image using K-Nearest Neighbors (KNN) is trained with color histogram features by OpenCV.

computer-vision-basics

some opencv basics

crop-type-narc

Paper: "Crop Type Classification using Multi-temporal Sentinel-2 Satellite Imagery: A Deep Semantic Segmentation Approach"

deep-forecasting

Perform multivariate time series forecasting using LSTM networks and DeepLIFT for interpretation

deep-high-resolution-net.pytorch

The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"

deep-reinforcement-learning-papers

A list of recent papers regarding deep reinforcement learning

deep-reinforcement-learning-survey

My Exploration on Deep Reinforcement Learning Survey

disaster-classification-using-cnns

CNNs for Cyclone_Wildfire_Flood_Earthquake_Database

dominant-color-extraction-dominance-and-recoloring

A python program to extract the dominant colors of an image and to visualize their dominance.

external-attention-pytorch

Pytorch implementation of various Attention Mechanism

gaminganywhere

GamingAnywhere: An Open Cloud Gaming System

github_tutorial

hsi-traditional-to-deep-models

Pytorch and Keras Implementations of Hyperspectral Image Classification -- Traditional to Deep Models: A Survey for Future Prospects.

lightly

A python library for self-supervised learning on images.

ml-agents

Unity Machine Learning Agents

mlops-zoomcamp

Free MLOps course from DataTalks.Club

mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

modnet-background-removal-and-segmentation

nlp-name-classification-and-generation

Classify and generate names based on regions and origins in Pytorch

nucleisegmentation

The repository contains a simple pipeline for training Nuclei Segmentation Datasets of Histopathology Images.

object-detection-on-satellite-images

Repository contains RetinaNet,Yolov3 and Faster RCNN for multi object detection on SIMD Dataset http://vision.seecs.edu.pk/simd/

opencv-starter