Datasets Libraries

22 Components & Libraries

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Datasets Libraries

An open source multi-tool for exploring and publishing data

Datasette is a tool for exploring and publishing data. It helps people take data of any shape or size and publish that as an interactive, explorable website and accompanying API. Datasette is aimed a…

Open source annotation tool for machine learning practitioners.

doccano is an open-source text annotation tool for humans. It provides annotation features for text classification, sequence labeling, and sequence to sequence tasks. You can create labeled data for …

Deep learning with satellite & aerial imagery

Extracting roads is challenging due to the occlusions caused by other objects and the complex traffic environment In instance segmentation, each individual 'instance' of a segmented area is given a u…

Medical imaging toolkit for deep learning

If you like this repository, please click on Star! If you use this package for your research, please cite our paper: BibTeX entry: This project is supported by the following institutions:

Open source audio annotation tool for humans

audino is an open source audio annotation tool. It provides features such as transcription and labeling which enables annotation for Voice Activity Detection (VAD), Diarization, Speaker Identificatio…

Learning to Regress 3D Face Shape and Expression from an Image without 3D Supervision

This is an official repository of the paper Learning to Regress 3D Face Shape and Expression from an Image without 3D Supervision. The project was formerly referred by RingNet. The codebase consists …

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

Change detection based on remote sensing (RS) data is an important method of detecting changes on the Earth’s surface and has a wide range of applications in urban planning, environmental monitoring,…

Dataset Management Framework, a Python library and a CLI tool to build, analyze and manage Computer Vision datasets.

A framework and CLI tool to build, transform, and analyze datasets. Dataset reading, writing, conversion in any direction. Dataset building Dataset quality checking Dataset comparison Dataset statist…

:mag_right: Data analysis with real world data sets using Python :mag:

White balance camera-rendered sRGB images (CVPR 2019) [Matlab & Python]

The original source code of our paper was written in Matlab. We also provide a Python version of our code. We tried to make both versions identical. However, there is no guarantee that the Python ver…

The easiest way to use Machine Learning. Mix and match underlying ML libraries and data set sources. Generate new datasets or modify existing ones with ease.

As we all know the Machine Learning space has a lot of tools and libraries for creating pipelines to train, test & deploy models, and dealing with these many different APIs can be cumbersome. Our…

Distributed tensors and Machine Learning framework with GPU and MPI acceleration in Python

Heat is a distributed tensor framework for high performance data analytics. With Heat you can: If you need a functionality that is not yet supported: It should print something like this: In order to …

:rabbit: Python lib for remo - the app for annotations and images management in Computer Vision

Remo is a web-based application to organize, annotate and visualize Computer Vision datasets. Remo runs on Windows, Linux, Mac or directly in Google Colab Notebooks. It can also be served on a privat…

A python package for scraping oddsportal.com

ℹ️ Functionalities :

Generate Python model classes (pydantic, attrs, dataclasses) based on JSON datasets with typing module support

It requires a bit of tweaking: A simple example to demonstrate adding extra code before the class list. Or you can build it from source: Arguments: - Test tools: Feel free to open pull re…

🤖 An automated machine learning framework for audio, text, image, video, or .CSV files (50+ featurizers and 15+ model trainers). Python 3.6 required.

Allie is a framework for building machine learning models from audio, text, image, video, or .CSV files. Intended for both beginners and experts, Allie is designed to be easy-to-use for rapid prototy…

Python library for handling audio datasets.

Audiomate is a library for easy access to audio datasets. It provides the datastructures for accessing/loading different datasets in a generic way. This should ease the use of audio datasets for exam…

A repository for some of the code I used in kaggle data science & machine learning tasks.

This repository contains some of the code I use in Kaggle data science/machine learning tasks. Where appliciable I keep all the code/data from a single competition within one a folder. i.e. 'californ…

Time Series Data Beans: a Python toolbox loads 169 public time-series datasets for machine learning/deep learning with a single line of code.

🤝 If you need TSDB to integrate an open-source dataset or want to add it into TSDB yourself, please feel free to request for it by creating an issue or make a PR to merge your code. or install via P…

The Python fake data producer for Apache Kafka® is a complete demo app allowing you to quickly produce JSON fake streaming datasets and push it to an Apache Kafka topic.

Where With Set your variables first: Parameters: You can create the Apache Kafka service with And retrieve the Apache Kafka Service URI with Apache Kafka is either a registered trademark or trademark…

Simplify Your Visual Data Ops. Find and visualize issues with your computer vision datasets such as duplicates, anomalies, data leakage, mislabels and others.

While the platform offers a high-level overview and visualization of your data, the SDK affords you the flexibility to integrate into your favorite machine learning frameworks and environments (e.g. …