Author: Deep Learner

Scripts

A Python scripts for detecting objects of any class in an image without knowing their label

Python TFLite scripts for detecting objects of any class in an image without knowing their label. Image taken from the OpenCV AI Kit – Lite, make sure to check it out: https://www.kickstarter.com/projects/opencv/opencv-ai-kit-oak-depth-camera-4k-cv-edge-object-detection ❗ ⚠️The object detector works better with images with few objects and it starts to fail in more complex scenes. The model is suitable for automatically labelling objects for custom object detection models. OpenCV, imread-from-url and tensorflow or tflite_runtime. Also, pafy and youtube-dl are required for youtube video […]

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PyTorch

TorchGeo: datasets, transforms, and models for geospatial data

TorchGeo is a PyTorch domain library, similar to torchvision, that provides datasets, transforms, samplers, and pre-trained models specific to geospatial data. The goal of this library is to make it simple: for machine learning experts to use geospatial data in their workflows, and for remote sensing experts to use their data in machine learning workflows. See our installation instructions, documentation, and examples to learn how to use torchgeo. External links: Tests: Installation instructions Until the first release, you can install […]

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Browser

Take back your privacy with Dot Browser

GitHub – dothq/browser: 🌍 Take back your privacy with Dot Browser, the privacy-conscious web browser that protects you from being tracked and monitored online. 🌍 Take back your privacy with Dot Browser, the privacy-conscious web browser that protects you from being tracked and monitored online. – GitHub – dothq/browser: 🌍 Take back your privacy with Dot B…    

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Django

Django module to easily send templated emails using django templates

Overview django-templated-email is oriented towards sending templated emails. The library supports template inheritance, adding cc’d and bcc’d recipients, configurable template naming and location. The send_templated_email method can be thought of as the render_to_response shortcut for email. Make sure you are reading the correct documentation: develop branch: https://github.com/vintasoftware/django-templated-email/blob/develop/README.rst stable pypi/master: https://github.com/vintasoftware/django-templated-email/blob/master/README.rst Requirements Python (3.6, 3.7, 3.8, 3.9) Django (2.2, 3.1, 3.2) We highly recommend and only officially support the latest patch release of each Python and Django series. Getting going – […]

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Machine Learning

LibFewShot: A Comprehensive Library for Few-shot Learning

LibFewShot Make few-shot learning easy. Supported Methods Quick Installnation Please refer to install.md(安装) for installation. Full tutorials can be found at document(中文文档). Contributing Feel free to contribute any kind of function or enhancement, here the coding style follows PEP8. Please refer to contributing.md(贡献代码) for the contributing guideline. License This project is licensed under the MIT License. See LICENSE for more details Acknowledgement LibFewShot is an open source project designed to help few shot learning researchers quickly understand the classic methods […]

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Python

Using the “and” Boolean Operator in Python

Python has three Boolean operators, or logical operators: and, or, and not. You can use them to check if certain conditions are met before deciding the execution path your programs will follow. In this tutorial, you’ll learn about the and operator and how to use it in your code. You’ll also code a few practical examples that will help you understand how to use the and operator to approach different problems in a Pythonic way. Even if you don’t use […]

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Rank

A multilingual version of MS MARCO passage ranking dataset

A multilingual version of MS MARCO passage ranking dataset This repository presents a neural machine translation-based method for translating the MS MARCO passage ranking dataset. The code available here is the same used in our paper mMARCO: A Multilingual Version of MS MARCO Passage Ranking Dataset. Translated Datasets As described in our work, we made available 8 translated versions of MS MARCO passage ranking dataset. The translated passages collection and the queries set (training and validation) are available at: Released […]

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Spectral Indices

Awesome Spectral Indices in Python

spyndex Awesome Spectral Indices in Python. The Awesome Spectral Indices is a standardized ready-to-use curated list of spectral indices that can be used as expressions for computing spectral indices in remote sensing applications. The list was born initially to supply spectralindices for Google Earth Engine through eemont and spectral, but given the necessity to compute spectral indices for other object classes outside the EarthEngine ecosystem, a new package was required. Spyndex is a python package that uses the spectral indices […]

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