mindraisin Goto Github PK

albumentations

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

annotation-converters

This Repo covers all formats of annotations for Object Detection and can easily convert from one form to another using attached scripts

awesome-geospatial

Long list of geospatial tools and resources

convert2yolo

This project purpose is convert voc annotation xml file to yolo-darknet training file format

cv-project

Saving on GitHub for reference/future alteration

darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

detectron

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

detectron.pytorch

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

detectron2

Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.

efficientdet

(Pretrained weights provided) EfficientDet: Scalable and Efficient Object Detection implementation by Signatrix GmbH

ethereum-price-prediction-using-lstm

Capstone project for the course Deep Learning as part of the master Data Science and Society.

evidently

Interactive reports to analyze machine learning models during validation or production monitoring.

faceswap

Deepfakes Software For All

faster_rcnn_for_open_images_dataset_keras

Faster R-CNN for Open Images Dataset by Keras

geosardine

Spatial operations extend fiona and rasterio

ibn-net

Instance-Batch Normalization Networks (ECCV2018)

libvips

A fast image processing library with low memory needs.

lstnet

lstnet-1

A Tensorflow / Keras implementation of "Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks" paper

modelfeast

Pytorch model zoo for human, include all kinds of 2D CNN, 3D CNN, and CRNN

multipurposematchmaker

Web App to find best companions in multiple aspect of life

object-detection

open_model_zoo

Pre-trained Deep Learning models and demos (high quality and extremely fast)

pascalvoc-to-images

A small tool to cut images from Pascal VOC datasets

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

pyimreg

Simple Image registration using SIFT and RANSAC algorithm

randomcodes

Uploading codes seems to be in used preiodically

rasterio

Rasterio reads and writes geospatial raster datasets

registration

Image Registration

sahi

A lightweight vision library for performing large scale object detection/ instance segmentation.