Dataset Libraries

64 Components & Libraries

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Dataset Libraries

Python library for computer vision labeling tasks. The core functionality is to translate bounding box annotations between different formats-for example, from coco to yolo.

PyLabel is a Python package to help you prepare image datasets for computer vision models including PyTorch and YOLOv5. It can translate bounding box annotations between different formats. (For exa…

Python CLI tool and library for diffing CSV and JSON files

Consider two CSV files: You can also import the Python library into your own code like so: If the columns in the CSV have changed, those added or removed columns will be ignored when calculating chan…

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…

Tutorial: Web scraping in Python with Beautiful Soup

Just want to see the code? Here it is:

A multi-functional library for full-stack Deep Learning. Simplifies Model Building, API development, and Model Deployment.

Or, Dataset class provides the flexibility to load image dataset by updating components of the class. Components of Dataset class are: These components can be updated with custom function by the user…

A multi-functional library for full-stack Deep Learning. Simplifies Model Building, API development, and Model Deployment.

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 …

A script to download the ISIC Archive of lesion images

The current ways to download the archive, provided by the ISIC foundation and which are known to me, are the following: In case you choose to download segmentations of images, Note that some images h…

: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…

python scripts to convert labelme-generated-jsons to voc/coco style datasets.

建议使用虚拟环境安装 Python Package。克隆仓库。本地安装如果项目中的流程不适用于你的数据集，建议通过上述 develop mode 安装和修改代码。

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…

Frouros: an open-source Python library for drift detection in machine learning systems.

Frouros is a Python library for drift detection in machine learning systems that provides a combination of classical and more recent algorithms for both concept and data drift detection. As a quick e…

🤖 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…

Open Dataset of Cobalt Strike Beacon metadata (2018-2022)

To overcome the filesize limit of 100mb on GitHub, the dataset is split by year as: We recommend using Pandas to load the dataset. Example to load a single year: Or to load everything as one big Data…

Tool for reading and writing datasets of tensors in a Lightning Memory-Mapped Database (LMDB). Designed to manage machine learning datasets with fast reading speeds.

The installation instructions are generic and should work on most operating systems that support the prerequisites. Please refer to the individual packages for more information about additional depen…

Frouros is an open-source Python library for drift detection in machine learning systems.

Your one-stop solution for voice dataset creation

Python 3.8 has been tested, newer versions should work CUDA is required to run all models Pyannote models need to be "signed up for" in Hugging Face for research purposes. Don't worry, all it asks fo…

medigan - A Python Library of Pretrained Generative Models for Medical Image Synthesis

See below how medigan can be run from the command line to generate synthetic medical images. Model information can be found in: To install the current release, simply run: Or, alternatively via conda…

Hands video tracker using the Tensorflow Object Detection API and Faster RCNN model. The data used is the Hand Dataset from University of Oxford.

First we need to install the Tensorflow Object Detection API. You can either install dependencies or run the provided docker image. We use the gcr.io/tensorflow/tensorflow image, so we have already J…

Tensorflow 2 implementation of complete pipeline for multiclass image semantic segmentation using UNet, SegNet and FCN32 architectures on Cambridge-driving Labeled Video Database (CamVid) dataset.

This repository contains implementations of multiple deep learning models (U-Net, FCN32 and SegNet) for multiclass semantic segmentation of the CamVid dataset

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…

Web-scraping script that writes the data of all players from FutHead and FutBin to a CSV file or a DB

SORDI dataset has per frame annotation file in json format. Following tools create a COCO style annotation out of it. Thus the SORDI data can be easily fed into COCO style training pipelines.

SORDI dataset has per frame annotation file in json format. Following tools create a COCO style annotation out of it. Thus the SORDI data can be easily fed into COCO style training pipelines. Sample …

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. …

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