July 4, 2021 Computer Vision

Python based SDK for multi human pose estimation through RGB webcam

PoseCamera PoseCamera is python based SDK for multi human pose estimation through RGB webcam. Install install posecamera package through pip pip install posecamera If you are having issues with the installation on Windows OS then check this page Usage See Google colab notebook https://colab.research.google.com/drive/18uoYeKmliOFV8dTdOrXocClCA7nTwRcX?usp=sharing draw pose keypoints on image import posecamera import cv2 det = posecamera.pose_tracker.PoseTracker() image = cv2.imread(“example.jpg”) pose = det(image) for name, (y, x, score) in pose.keypoints.items(): cv2.circle(image, (int(x), int(y)), 4, (255, 0, 0), -1) cv2.imshow(“PoseCamera”, image) cv2.waitKey(0) […]

July 4, 2021 Documentation

A document organizer with tags and full-text-search in sqlite3

bibliothecula document organizer with tags and full-text-search, in a simple and clean sqlite3 schema. bibliothēcula f (genitive bibliothēculae); first declension (Late Latin) small library small collection of books document database with tags and full-text-search, in a simple and clean sqlite3 schema Organise documents with tags and other metadata with the option of storing multiple files per document. See the database schema and the documentation. Uses Organise journal articles for bibliographies Organise e-books Store plain text notes with automatic full-text search […]

July 4, 2021 3D

A project for 3D multi-object tracking with python

3D Multi-Object Tracker This project is developed for tracking multiple objects in 3D scene. The visualization code is from here. Features Fast: currently, the codes can achieve 700 FPS using only CPU (not include detection and data op), can perform tracking on all kitti val sequence in several seconds. Support both online and global implementation. The overall framework of design is shown below: Kitti Results Results on the Kitti tracking val seq [1,6,8,10,12,13,14,15,16,18,19] using second-iou and point-rcnn detections. We followed […]

July 4, 2021 Deep Learning

A Lightweight and Stable DRL Implementation Using PyTorch

ElegantRL ElegantRL is featured with lightweight, efficient and stable, for researchers and practitioners. Lightweight: The core codes <1,000 lines (check elegantrl/tutorial), using PyTorch (train), OpenAI Gym (env), NumPy, Matplotlib (plot). Efficient: performance is comparable with Ray RLlib. Stable: as stable as Stable Baseline 3. Currently, model-free deep reinforcement learning (DRL) algorithms: DDPG, TD3, SAC, A2C, PPO, PPO(GAE) for continuous actions DQN, DoubleDQN, D3QN for discrete actions For DRL algorithms, please check out the educational webpage OpenAI Spinning Up. File Structure […]

July 4, 2021 Machine Learning

A 12-week, 24-lesson curriculum all about Machine Learning

Machine Learning for Beginners – A Curriculum 🌍 Travel around the world as we explore Machine Learning by means of world cultures 🌍 Azure Cloud Advocates at Microsoft are pleased to offer a 12-week, 24-lesson curriculum all about Machine Learning. In this curriculum, you will learn about what is sometimes called classic machine learning, using primarily Scikit-learn as a library and avoiding deep learning, which is covered in our forthcoming ‘AI for Beginners’ curriculum. Pair these lessons with our forthcoming […]

July 3, 2021 Assistant

An Open-source Personal Assistant With Python For Developers

Leon Leon is an open-source personal assistant who can live on your server. He does stuff when you ask him for. You can talk to him and he can talk to you. You can also text him and he can also text you. If you want to, Leon can communicate with you by being offline to protect your privacy. Why? If you are a developer (or not), you may want to build many things that could help in your daily […]

July 3, 2021 Jupyter notebooks

Cambridge UK temperature forecast python notebooks

CambridgeTemperatureNotebooks Time series and other models for Cambridge UK temperature forecasts in python If you like CambridgeTemperatureNotebooks, give it a star, or fork it and contribute! Summary of single step-ahead predictions using simple Long Short Term Memory model with 12 hours of lagged variables plus test time augmentation: These predictions are for separate test data from 2019. RMSE is 7.26 and MAE is 3.71. GitHub https://github.com/makeyourownmaker/CambridgeTemperatureNotebooks

July 3, 2021 DevOps Tools

A modern development kit that simplifies the integration of shipping carriers services into an app

purplship puprlship is a modern development kit that simplifies the integration of shipping carriers services into an app. The key features are: Unified API: A standardized set of models representing the common shipping data (Address, Parcel, Shipment…) Intuitive API: A library that abstracts and unifies the typical shipping API services (Rating, Shipping, Tracking…) Multi-carrier: Integrate purplship once and connect to multiple shipping carrier APIs Custom carrier: A framework to integrate a shipping carrier services within hours instead of months For […]

July 3, 2021 Analysis

A security analytics platform built for cloud-focused security teams

panther-analysis Panther is a security analytics platform built for cloud-focused security teams. Panther enables teams to define detections as code and programmatically upload them to your Panther deployment. Quick Start # Clone the repository git clone [email protected]:panther-labs/panther-analysis.git cd panther-analysis # Configure your Python environment make install make venv source venv/bin/activate # Install dependencies and run your first test! make deps panther_analysis_tool test –path aws_cloudtrail_rules/ Getting Started The examples below demonstrate the local Panther workflow: # Run detection tests panther_analysis_tool test […]

July 3, 2021 YouTube

Search youtube channels for songs without having to manually check the videos

Youtube TMS Finder This code was made in an effort to make it easier to find the song that has been dubbed as ‘the most mysterious song on the internet’ and it makes it possible to search youtube channels for songs without having to manually check the videos. To find unidentified music. What you need to know This code was made in an effort to make it easier to find the song that has been dubbed as ‘the most mysterious […]

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