Web25/06/ · Figure 2: Beginning with capturing input frames from our Raspberry Pi, our workflow consists of detecting faces, computing embeddings, and comparing the vector to the database via a voting method. OpenCV, dlib, and face_recognition are required for this face recognition method.. We will be using a deep neural network to compute a d Web07/11/ · C2C operates at a fine-grained level by pruning configuration-dependent conditional branches in the control flow graph, allowing the precise identification of a given configuration option's code at the basic block level. At runtime, C2C reduces the application's attack surface by filtering any system calls required exclusively by disabled WebCLICK THE COLOR by Ynna Marie C. Halili. For Teachers and Parents of toddlers. It turns out, colors are the key way that we describe and categorize our world. Along with shape recognition, COLOR RECOGNITION is an important step WebML Book-1 Tom Mitchell - Free ebook download as PDF File .pdf), Text File .txt) or read book online for free WebProceedings of the 37th International Conference on Machine Learning Held in Virtual on July Published as Volume by the Proceedings of Machine Learning Research on 21 November Volume Edited by: Hal Daumé III Aarti Singh Series Editors: Neil D. Lawrence Mark Reid ... read more
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Scalable Differential Privacy with Certified Robustness in Adversarial Learning. Hai Phan · My T. Thai · Han Hu · Ruoming Jin · Tong Sun · Dejing Dou. Inductive-bias-driven Reinforcement Learning For Efficient Schedules in Heterogeneous Clusters. Subho Banerjee · Saurabh Jha · Zbigniew Kalbarczyk · Ravishankar Iyer.
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Student-Teacher Curriculum Learning via Reinforcement Learning: Predicting Hospital Inpatient Admission Location. Rasheed El-Bouri · David Eyre · Peter Watkinson · Tingting Zhu · David Clifton. Christos Matsoukas · Albert Bou Hernandez · Yue Liu · Karin Dembrower · Gisele Miranda · Emir Konuk · Johan Fredin Haslum · Athanasios Zouzos · Peter Lindholm · Fredrik Strand · Kevin Smith. Roberta Raileanu · Max Goldstein · Arthur Szlam · Facebook Rob Fergus.
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Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks. Let's Agree to Agree: Neural Networks Share Classification Order on Real Datasets. Andrea Hornakova · Roberto Henschel · Bodo Rosenhahn · Paul Swoboda. Elad Sarafian · Mor Sinay · yoram louzoun · Noa Agmon · Sarit Kraus. Thomas Quinn · Dang Nguyen · Santu Rana · Sunil Gupta · Svetha Venkatesh. Variance Reduced Coordinate Descent with Acceleration: New Method With a Surprising Application to Finite-Sum Problems.
Model-free Reinforcement Learning in Infinite-horizon Average-reward Markov Decision Processes. Chen-Yu Wei · Mehdi Jafarnia · Haipeng Luo · Hiteshi Sharma · Rahul Jain.
VideoOneNet: Bidirectional Convolutional Recurrent OneNet with Trainable Data Steps for Video Processing. samuel cohen · Rendani Mbuvha · Tshilidzi Marwala · Marc Deisenroth. Control Frequency Adaptation via Action Persistence in Batch Reinforcement Learning.
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Wei Chen · Xiaoming Sun · Jialin Zhang · Zhijie Zhang. Yuchao Cai · Hanyuan Hang · Hanfang Yang · Zhouchen Lin. Yihan Wang · Huan Zhang · Hongge Chen · Duane Boning · Cho-Jui Hsieh. Zhiyu Yao · Yunbo Wang · Mingsheng Long · Jianmin Wang. Kangrui Wang · Oliver Hamelijnck · Theodoros Damoulas · Mark Steel.
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Sharp Statistical Guaratees for Adversarially Robust Gaussian Classification. Convex Representation Learning for Generalized Invariance in Semi-Inner-Product Space. Yingyi Ma · Vignesh Ganapathiraman · Yaoliang Yu · Xinhua Zhang.
Causal Inference using Gaussian Processes with Structured Latent Confounders. Sam Witty · Kenta Takatsu · David Jensen · Vikash Mansinghka. Refined bounds for algorithm configuration: The knife-edge of dual class approximability. Adam Ibrahim · Waïss Azizian · Gauthier Gidel · Ioannis Mitliagkas. Vitchyr Pong · Murtaza Dalal · Steven Lin · Ashvin Nair · Shikhar Bahl · Sergey Levine. Brian Brubach · Darshan Chakrabarti · John P Dickerson · Samir Khuller · Aravind Srinivasan · Leonidas Tsepenekas.
Spectrum Dependent Learning Curves in Kernel Regression and Wide Neural Networks. Hyeonseong Jeon · Young Oh Bang · Junyaup Kim · Simon Woo. Kefan Dong · Yuping Luo · Tianhe Kevin Yu · Chelsea Finn · Tengyu Ma.
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Rares-Darius Buhai · Yoni Halpern · Yoon Kim · Andrej Risteski · David Sontag. Shali Jiang · Henry Chai · Javier Gonzalez · Roman Garnett.
Xiao Shi Huang · Felipe Perez · Jimmy Ba · Maksims Volkovs. Understanding the Impact of Model Incoherence on Convergence of Incremental SGD with Random Reshuffle. A Flexible Framework for Nonparametric Graphical Modeling that Accommodates Machine Learning. Mark Braverman · Xinyi Chen · Sham Kakade · Karthik Narasimhan · Cyril Zhang · Yi Zhang.
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Risheng Liu · Pan Mu · Xiaoming Yuan · Shangzhi Zeng · Jin Zhang. Jingyu Zhao · Feiqing Huang · Jia Lv · Yanjie Duan · Zhen Qin · Guodong Li · Guangjian Tian. Lijun Wu · Shufang Xie · Yingce Xia · Yang Fan · Jian-Huang Lai · Tao Qin · Tie-Yan Liu. Juntang Zhuang · Nicha Dvornek · Xiaoxiao Li · Sekhar Tatikonda · Xenophon Papademetris · James Duncan. Seong-Jin Park · Seungju Han · Ji-won Baek · Insoo Kim · Juhwan Song · Hae Beom Lee · Jae-Joon Han · Sung Ju Hwang. Songzhu Zheng · Pengxiang Wu · Aman Goswami · Mayank Goswami · Dimitris Metaxas · Chao Chen.
Active Learning on Attributed Graphs via Graph Cognizant Logistic Regression and Preemptive Query Generation. Florence Regol · Soumyasundar Pal · Yingxue Zhang · Mark Coates.
Multi-Task Learning with User Preferences: Gradient Descent with Controlled Ascent in Pareto Optimization. Rachel Cummings · Sara Krehbiel · Yuliia Lut · Wanrong Zhang. Linear Convergence of Randomized Primal-Dual Coordinate Method for Large-scale Linear Constrained Convex Programming.
Krzysztof Choromanski · David Cheikhi · Jared Quincy Davis · Valerii Likhosherstov · Achille Nazaret · Achraf Bahamou · Xingyou Song · Mrugank Akarte · Jack Parker-Holder · Jacob Bergquist · Yuan Gao · Aldo Pacchiano · Tamas Sarlos · Adrian Weller · Vikas Sindhwani. Robustness to Programmable String Transformations via Augmented Abstract Training. Towards Accurate Post-training Network Quantization via Bit-Split and Stitching.
Peisong Wang · Qiang Chen · Xiangyu He · Jian Cheng. Zhun Deng · Cynthia Dwork · Jialiang Wang · Linjun Zhang.
Lower Complexity Bounds for Finite-Sum Convex-Concave Minimax Optimization Problems. Guangzeng Xie · Luo Luo · yijiang lian · Zhihua Zhang. Kernelized Stein Discrepancy Tests of Goodness-of-fit for Time-to-Event Data. Tamara Fernandez · Arthur Gretton · Nicolas Rivera · Wenkai Xu. Improved Sleeping Bandits with Stochastic Action Sets and Adversarial Rewards.
On a projective ensemble approach to two sample test for equality of distributions. Srinadh Bhojanapalli · Chulhee Yun · Ankit Singh Rawat · Sashank Jakkam Reddi · Sanjiv Kumar. Graph Convolutional Network for Recommendation with Low-pass Collaborative Filters. Deep Graph Random Process for Relational-Thinking-Based Speech Recognition.
Better depth-width trade-offs for neural networks through the lens of dynamical systems. Evangelos Chatziafratis · Sai Ganesh Nagarajan · Ioannis Panageas. Liqun Chen · Zhe Gan · Yu Cheng · Linjie Li · Lawrence Carin · Jingjing Liu. Xingjun Ma · Hanxun Huang · Yisen Wang · Simone Romano · Sarah Erfani · James Bailey.
Learning Task-Agnostic Embedding of Multiple Black-Box Experts for Multi-Task Model Fusion. Nghia Hoang · Thanh Lam · Bryan Kian Hsiang Low · Patrick Jaillet. Xinjie Fan · Yuguang Yue · Purnamrita Sarkar · Y. Rachel Wang. More Data Can Expand The Generalization Gap Between Adversarially Robust and Standard Models. Lin Chen · Yifei Min · Mingrui Zhang · Amin Karbasi. Zijun Zhang · Ruixiang ZHANG · Zongpeng Li · Yoshua Bengio · Liam Paull.
Weili Nie · Tero Karras · Animesh Garg · Shoubhik Debnath · Anjul Patney · Ankit Patel · Anima Anandkumar. Xuezhou Zhang · Yuzhe Ma · Adish Singla · Jerry Zhu. When Demands Evolve Larger and Noisier: Learning and Earning in a Growing Environment.
Kinematic State Abstraction and Provably Efficient Rich-Observation Reinforcement Learning. Dipendra Kumar Misra · Mikael Henaff · Akshay Krishnamurthy · John Langford. Learning Discrete Structured Representations by Adversarially Maximizing Mutual Information.
Reinforcement Learning in Feature Space: Matrix Bandit, Kernels, and Regret Bound. Rupert Freeman · David Pennock · Chara Podimata · Jennifer Wortman Vaughan. On Differentially Private Stochastic Convex Optimization with Heavy-tailed Data. Di Wang · Hanshen Xiao · Srinivas Devadas · Jinhui Xu.
Poisson Learning: Graph Based Semi-Supervised Learning At Very Low Label Rates. Jeff Calder · Brendan Cook · Matthew Thorpe · Dejan Slepcev. Implicit Class-Conditioned Domain Alignment for Unsupervised Domain Adaptation. Xiang Jiang · Qicheng Lao · Stan Matwin · Mohammad Havaei. Alexander Bogatskiy · Brandon Anderson · Jan T Offermann · Marwah Roussi · David Miller · Risi Kondor.
Nicolas Loizou · Hugo Berard · Alexia Jolicoeur-Martineau · Pascal Vincent · Simon Lacoste-Julien · Ioannis Mitliagkas. Is There a Trade-Off Between Fairness and Accuracy? A Perspective Using Mismatched Hypothesis Testing.
Sanghamitra Dutta · Dennis Wei · Hazar Yueksel · Pin-Yu Chen · Sijia Liu · Kush Varshney. Improving generalization by controlling label-noise information in neural network weights. Hrayr Harutyunyan · Kyle Reing · Greg Ver Steeg · Aram Galstyan. Deep Molecular Programming: A Natural Implementation of Binary-Weight ReLU Neural Networks. Marko Vasic · Cameron Chalk · Sarfraz Khurshid · David Soloveichik.
Clinician-in-the-Loop Decision Making: Reinforcement Learning with Near-Optimal Set-Valued Policies. Shengpu Tang · Aditya Modi · Michael Sjoding · Jenna Wiens. Data-Dependent Differentially Private Parameter Learning for Directed Graphical Models. Denny Zhou · Mao Ye · Chen Chen · Tianjian Meng · Mingxing Tan · Xiaodan Song · Quoc Le · Qiang Liu · Dale Schuurmans.
Alex Ayoub · Zeyu Jia · Csaba Szepesvari · Mengdi Wang · Lin Yang. A Nearly-Linear Time Algorithm for Exact Community Recovery in Stochastic Block Model. Aditya Bhaskara · Ashok Cutkosky · Ravi Kumar · Manish Purohit. Computational and Statistical Tradeoffs in Inferring Combinatorial Structures of Ising Model.
Justin Khim · Liu Leqi · Adarsh Prasad · Pradeep Ravikumar. Spectral Frank-Wolfe Algorithm: Strict Complementarity and Linear Convergence. Lijun Ding · Yingjie Fei · Qiantong Xu · Chengrun Yang. Lucas Caccia · Eugene Belilovsky · Massimo Caccia · Joelle Pineau. Yi Su · Maria Dimakopoulou · Akshay Krishnamurthy · Miroslav Dudik. DiJia Su · Jayden Ooi · Tyler Lu · Dale Schuurmans · Craig Boutilier. R2-B2: Recursive Reasoning-Based Bayesian Optimization for No-Regret Learning in Games. Zhongxiang Dai · Yizhou Chen · Bryan Kian Hsiang Low · Patrick Jaillet · Teck-Hua Ho.
Pavel Izmailov · Polina Kirichenko · Marc Finzi · Andrew Wilson. Fractal Gaussian Networks: A sparse random graph model based on Gaussian Multiplicative Chaos. Subhroshekhar Ghosh · Krishna Balasubramanian · Xiaochuan Yang. Breaking the Curse of Many Agents: Provable Mean Embedding Q-Iteration for Mean-Field Reinforcement Learning. Tianxiao Shen · Jonas Mueller · Regina Barzilay · Tommi Jaakkola.
Website for a German B2B Company www. de by Tetyana Frowein. Stock Finance by Prakul Agarwal. Lubchenco by Carlos Gomes de Carvalho Junior.
Inventory Manager by Muhammad Sameer. pi by Ethan T Collins. selection-toggle-case by Yevheniia Rakhmatova. selection-toggle-case is an Atom package that allows to toggle the case of selected text from upper case to lower case and vice versa. Pomodoro Web by Abel Loredo. Blooply by Alexander Zhong.
CSbook by Stefan Luiken. CSbook is a social network web app created to help CS50 students to share their final project ideas. Math Simulator by Ana Mayer. Helps students develop, practice, and reinforce basic mathematics skills addition, subtraction, multiplication, and division. Analytics from the cloud by Steffen Schulze.
Tax calculator by Yanis Paist. Calcultes taxes to be paid in Russia on dividends received from US investments through Interactive Brokers. Trial Finder by Matthew Sim. Web application that allows users to search for, save and get alerts for new Clinical Studies.
Arabic by mohamed hesham. The Blue Alien by Tommy Wong. REAL TIME ISS LOCATOR by Deepak Ahlawat. Be The Hero by Caio Costa Reigota Rodrigues. My Library by Matteo Baroni. Bulgarian Businesses by Olya Bozhinov. Bulgarian expat business holders, list your business and get discovered by other Bulgarians!
Java Project on Electronic Components Value Calculator by Sandeep Sanjay Kulkarni. It's an Android App, that makes it easy to log activities and view them in a graph, to gain some insight. Image-Delete-CLI by Florestan Korp. Trip Planner by Cleber Machado de Araujo. SysVet by Rodrigo Bastos Dutra. Coranavirus PSA by Raymond Adjei Opoku. Employeesh by Zuniyed Hossain Bhuiyan. Riders On The Storm by Giorgi Modebadze. Online Marketplace For Motorcycles which allows user to post or search through posted avertisments.
Pong Game by Leandro cortiz. The CS50 Quiz! by Omar Nasser Mohamed Ayoub. LowCal Recipes by Margarita Rozhetskina. Website to store your own low calorie recipes, from which you can create daily Meal Plans. Amien Pharmacy by Ahmed Amien. pong by Aadarsh Arora. Me50Food by Ahmad Shauqi Bin Mohd Mursalin. A hyper local market place, allowing individuals living in the same flat to buy and sell to each other.
HS Fridge App by Sam Hoong Leong. To allow user to keep track of the expiry date of items that are stored in the refrigerator. SafeKeeper by Mia Goren. YouBinge by Paweł Jacek Luft. TENOKATE by Fierdy Pandu Setiawan. Rater by oruganti shiva charan. Ekans by Immanuel Huang. Go Clean by Nicholas Ozawa.
Arkham Horror Chaos Bag by Anna Burck. TaskMaster by kaushik kampli. Galactic Hero by Hoàng Ly Trần. com by Igor Bolshakov. The Effect of Amino Acid Abundance on Neurodegenerative Proteins by Digonto Chatterjee.
Portfolio Builder by Mahmoud Abdelazim. The Analysts' Toolkit by Michael Liu. com redesign of external side of the website the one that does not require login by Andrea Cazzaro. Sudoku by Thibaud de Borrekens. DJ2 by Joe Tebbett. DataViz Generator by Kan Weiyang Alvin. It's a web application that enables people to create more sophisticated charts by simply uploading a csv file. It by Rajat M. Google Keep clone by Nicolás Corbalán Calvo. Command Line Tool for Creating Memes.
by Ramkumar G. Personal snakegame by Warathep Padungtin. News Radio by Kevin John Schield. zian's cs50 blog by Zian Ejaz. by Brian Manning. com by Marko Kuret. iCook by Robert Pollock. A simple web app for storing and sharing recipes using Express, NodeJS, JQuery, Bootstrap and MongoDB.
Yoga Board Munich by Lorena Schlesinger. Space Drones by Jackson Onwudi Chukwurah. Stayfocus by pattaranan srisara. Manager by Fakis George. COVID Dashboard by Derek Shigetomi. Pitch50 Web application by SEYED BEHZAD MAZHARI. The idea is to construct a platform where individuals can have their own account and be able to practice and test their Absolute pitch. Boxed In by Michelle Lo. BlackJack by Andrew McClean. Wizard Quest by Edward Pace. As Mungo the wizard, you must drink potions to cast different spells, to solve the puzzles to make it through the level.
CustomUnique Webview by Daniel Addo Nyanyo. Language Lab by Max DeMaio. Flask web application to practice the conjugations of the 25 most common verbs in a target language.
WFM Windows File Manager by Florian Schieder. Health Calculator by Loh Jian Rong. Sheildorona by khalil sa. Surface Repair Log by Emadeldien Marhoum. FastTyping by Sami Eriksson. FastTyping is a typing test web-application, i. a guick typing test for measuring typing speed as words per minute WPM.
Helping Hand by Ido Avnir. The Game Dev. Network by Simon Luo. Hero Ball by Mateo Berney. Sports Road Trip Generator by Kenneth Day. Decion Maker - HEADS or TAILS by Matheus Oliveira Mews. Hands-on web-application for a soft play manufacturer by Aleksei Tsybizov.
Flashcard Dictionary by Chua Wei Jie. HoneyExpress by Nora Hevesi. Financial Plan Web App by Antonio Francisco Figueiredo Marcondes Ferraz. Deep Learning by Yang Hai. Fast Inventory by Adam Bernard Woroniec. Reading Diary by Tan Jun Wei. TakeYourMeds by Omar Lomsadze. Joker-Lotto-Proto, Games of Chance by Georgios Giazitzis.
Covid Dashboard by championboylay. ownhero by Justas Gasparaitis. CARS by Andres Felipe Giraldo Galvis. vaparse by Geoffrey J. Pomodoro Timer by Harrison Lau. A New Beginning - Ue4 Game by Christopher Heiko Geue.
SafeHome Care by Son Nguyen. Simple Shop Management Software by Ngô Hoàng Đạt. GPX Viewer by Cameron Dalton. III Seminar PPGEC Website by Alexandre de Souza Jr. Top Soccer Leagues by Luis Gerardo Leal Guas.
Password Vault by Adam Walker. SimpleToDo by Raphaël DESCAMPS. Techno Alien by Alessandro Vanzo. Joe Biden by Isaac Huffman. Organizer by Francisco Costa. Security Check by Kabir Acharya. Shows users details about leaked web browser information, inspired by Week 8 Information Lecture. FoodCount by Arad Zilberstein. an app that records what you ate an shows you how many calories it has, by that you can track your calories or plan meals by calories. StockAnalyzer by Philipp Schaefer. The Frequenator by Hannah Betts.
CS Web app - Project's title: SLOOT - Phuong Bui - HCM - Vietnam by BÙI TẤN PHƯƠNG. devpro by Jan Michael Knorr. Command-line tool, to create a repository on Github and clone it to your PC. It also can add boilerplate folder and file structure depending on your project. Simulation of a restricted three-body problem by Linda Bijlard. In my project, the restricted three-body problem is visualised in python, whereby different x and y conditions for velocity and position of the third body comet can be chosen by the user.
BEDMAS Worksheet Generator by Krish Krish. It allows users to create customizable yet unique worksheets with BEDMAS questions in it for practice. COVID Website by Abdelhamid Mohamed Abdelhamid. Finance Tracker by Annu Jolly. Hangman by Sujit Bhandari. MyCapital by Pushpit Bhardwaj. A personal finance management website to keep track of your expenditures and revenues.
Hand Over by Dhairye Kataria. Flappy Bird by Annie Cai. Weight Tracker Web App by Jesus Alberto Revilla Silva. Auto-Accounting by Roderick Adrianus Lodewijk Maria van Nispen. The program takes a stock symbol and then displays all the relevant information in the terminal, such as financial statements, financial ratios and the current stock price.
WorkOn by Clarence Malindi. Bridge by Arushi Singh. Coronavirus Scrolling News by Alexander Peter Wood. Sawalia by Muhammad Idrees. A flutter application that will help students in Pakistan with their exam preparation. EloArt by Alexandre Chekroun. Food First Program by Asad Jalib. Flash Chat by Mohamed Hussein. Astrat by Niklas Muennighoff. Astrat shows you a random planet from the TRAPPIST-1 system each time you open a new tab.
Financial Calculator for Academic Purposes by Kamil Kręt. Calculator suitable for calculating NPV etc. in accordance to Polish university's standards. ScoutFin by Edgars Indriksons. ScoutFin allows small companies or NGO's to manage business expenses towards its employees. Guess the Hex by Cyprian Zander. Guess the Hex GTH is a competitive game where you try to guess the hex color code of colors under decreasing time given.
Flappy bird by Tarek Nasser. Robot PC-DO-ALL Utility by Richard Keith Hudson. Strange Symbols by Yevhen Sevastianov. Chrome extension works as list of special UNICODE symbols that you can copy by clicking on the symbol. Calculator App by Lautaro Juan Bautista Vera. Gasoline prices by Benjamin Nobel. News Blog by Athanasios Moschogiannis. Verba manent by Cristian Visintin. Web application for performing speech recognition, allowing a user to register and log in, inserting audio file and transcriptions into SQLite database.
F1 VGP fan site by Barak Shefer. CS50 Messenger by Juan Carlos Marcos. Book Store by Georgios Kavalieratos. Zodiac Signs by Ashwin satheesh kumar. Conway's Game of Life by Atin Saki. Book exchange application by Mustafa Nab. RICK OR STRICK by Udit dudhat. TrackYourBudget by Krystyna Bodlieva. Time Control by Bruno Henrique de Sousa e Silva.
An extension that helps in controlling learning time, inspired by the Pomodoro technique. HippoBotamus50 by Sam Dawson. ISP Alumni by Nadir Hussain. Expat Friendly by Aaron Pierce. An android app to connect expats and travelers to a database of restaurants that can accommodate English speakers.
Thread Subscribe for Reddit by Fabián Pérez. healthcare management system based on iot by JAIMIN TOPIWALA. my project contains lm sensor for temperature monitoring and hearth beat sensor for heartbeat monitoring. FoodLuv by Shreya Singh. Weight Planner by Pranav Upadhyaya. My project is a site that has information and tools to help with weight loss and weight gain.
Hsi-Illustration by Melvin Kok Xinwei. Server-Client chat Program by Shadab Eqbal. Randomizer by Abdullah Sabaa Allil. SQuASH by Baden Allen. Terminal-based casino by Cristian Perez Jensen. Travel Planner by Youssef Mousa. Text-to-Perfection by Daniel Bustillo. Project Cave by Mads-Emil Kjeldsen Hansen. by Robin Victor D. Gamer Namer by Shai Benbasat. Card Decks by Dale Wahl. Stock Momentum by Eugene Kusmiak. Duckbeak by Daniel Crawford. Controlling a small duck, the player must navigate through fields with increasing pace while trying to avoid ponds and mud pits.
RealTimer by Georgio Diab. RealTimer is an automatic irrigation system with temperature and humidity sensing features. STORALI by Hamze Chalhoub. Infinity Run by Ehsan Patel. Pandemic Toolkit by Mary E Casserly. Multiple-Choice Test Practice Program by Paul G Toma.
The program implements a multiple choice testing format, in which students are presented with a sequence of questions. For each question, several possible answers are shown, and the student must select the correct answer. Snake by Arnav Shreyakar. CarpetStory by Aashrit Garg. Harry Potter Universe by Mohammed Mudassir.
CLICK THE COLOR by Ynna Marie C. For Teachers and Parents of toddlers. It turns out, colors are the key way that we describe and categorize our world. It plays a part it object recognition, and helps a child develop the mathematical and language skills that will ensure clear communication.
This webpage let the children to click on the name of the color then the background will show its chosen color.
Kanban by Trang Thi Thu Ngo. Chat50 by Michael Paul da Rosa. Fun with Numbers by Raymond Romero. PlanningFitness by Denis Rajlič. Weather Talk by Dương Đình Nguyên. OurBooks by Brad Eckman. CaesarCipher Decryptor by Anastasiia Mazur.
Pub Quiz by Karin Anderson. SpaceLearner by Javier Pons. Time Bank by Yuxuan Gao. by Dhruv naidu alti. Mumble Jumble by Myles. It is a Flask Web app that uses various python libraries to generate custom or random crossword puzzles. ClipboardOverflow by Gianluca Perrone. English Fixtures by Rob Walker. CRM System Soon weblux. eu by Philipp Neurauter. A simple CRM System, where you can create customers etc, track earnings and expenses, generate invoices and much more!
MyLibrary by Raúl Ortega Ochoa. Watch Read Repeat by Kanta Munton. Nostar by Diego Manuel Béjar Santiago. React Native videogame: slide the tile and match same color ones until all stars are removed. Fitness60 by Teoh Xu En. me by Ammon Turner. PROFIBUS Message Interpreter by Kyle Hans Gerson Roos. Inventory by Muhammad Shihata.
Bustimings by G. HARSH VARDHAN,CSE18 Vel Tech, Chennai. Coase Automation by James Kartadinata. Motivational web-based application by Tetyana. Safe Surf by Levente Sidó. Online Game Portal by Jona Lusar. Online Game Portal is a web based gaming platform where you can sign-up and play two different games. It is also to see a global leaderboard and an individual score history. Rona Rush by Maximus Abela. Eyes on Taiwan by Shih Hung Wei.
Free by Sarah Goodale. My project is a Chrome extension that tabulates and prints the number of times the word "free" appears on the text of any URLs visited. The page prints counts from each tab on a new HTML. TODO by Minnie Au. A todo list that can generate a tailor-made list for the user every day according to the user's preference for the workload of the day and the number of tasks he or she would like to accomplish in that day. the simple calculator by Mak On Ching Kelly.
it is a simple calculator that assists students with simple math and also in different formulas, such as area, perimeter and quadratic equations. Marketplace by Lucas Vanagas. Get-a-recipe by Vírgin Bitton. TableScraper by Jessica Beech. Chrome extension that allows users to download tables embedded in websites as csv files. com by Andre Van Veen. Pomodoro by Kyle Kenney. Tic Tac Toe game using python by Sai vipul chakravarthy ReminDUH by Christopher Murrell.
Covid Grocery Info-Point Leith by Magda Gucman. A website that allows registering and browsing availability of basic goods in local stores. TextFormat by Leonardo Henrique Manzini. The Movie Ratings by BUSUPALLI PRASHANTH KUMAR REDDY.
YouReputation android app by Kamran Hajiyev. AI Hand X-Ray Image Converter by Georges Khalaf. My project is an Android app that would convert an RBG image of your hand to an X-Ray image using a Tensorflow Lite model.
Customer Support App by Simone Tiso. Know Your Surroundings by Darshan H M. Restaurant Queue Web Application by Poh Choo Han. COVID19 Website Scraper by James Cote.
Scheduler by Branden Hintz. Scheduling tool for staff to see when they work and manager to update schedules for their work-site. Socialite by Kaung Min Khant. Console game - "Labyrinth" by Arthur Petrov. A console game about a maze from which in order to exit you must first collect all the coins. On Call Report 0. Promodoro by ishan Jain. A Web-App for task-management infused with the PomoDoro technique to boost productivity.
QuestVo by Oriol Muñiz Baguena. Grupo Zalvidea Web Site by Diego Hernán Alvarez. COVIDINDIA TRACKER50 by Aayush Shastri. Bar warriors by Ahmad Nabil. cs50 Family by Henk Van Der Bank. Virus Killer by Animesh Singh. Pokemon Chronicle - Pokedex by Anh Nguyen. Palette by Poon Sheung Yin Esther.
ExpaNote by Omri Moshe Shimoni. Adie's Life by Aditya Anil. Guess'n'Draw by Derek Whyte. Social distancing got you down? Find your "quaranteam" and reconnect with friends and family playing this fun illustration game!
Mario jump by Khaled Hegazy. Simple ChatBot by Ken Bunlungsak. Game Show in Python by Shrey Tripathi. Frontend Sandbox by Dennis van den Berg. STUDORG by Akshay Sanjeev Khemaney. Amazon Alexa CS 50 fun facts by Neil Dixit. Bub by Diego Aragón Castaños.
Mood Generator by Nico Frigger. Morse Translator by Vahid Konicanin. TC Art Classes by Eric Lars Lewiston. Bus timing by G. Off Management System by CHRISTEN TEO RUI EN. Code MV. forum by Marin de Vanssay de Blavous. Check' n Guess by Julian John Mendoza. Yet Another Home Library by Aleksandr Govenko. FreeCell by Nina Caparros. Flask Weather by Fernando Alário. Flask Weather is a current weather visualizer, with search for cities by name, and an map to let you confirm if its your city.
Stonered Extension by Graeme Bruijn. TEXT TO SPEECH by Oladipupo Godson Mofifoluwa. CS50 COVID MAP by Jayakrishnan V R. Web application with interactive map which shows status of COVID cases around the world and an integrated Whatsapp bot.
Donation by Yusuf Emre Taşkıran. Currency Converter by Muhamad Yusuf Indra. AI Assistant by Ali Mustafa AL-mousa. Brick Breaker by Rohan Sai Buddhi. It's a retro game inspired by a game I used to play in my childhood and Pong from CS50's game dev track. Online Puppy Store by Jiechao Cheng. A web-based Puppy Store, which can make everyone buy and sell puppy pets in our online store. It's a web-based stock trading board game that can be played with friends and family!
Automatic Campaign Creator by Alexandre Guimenti. YangonAQI by Khant Zaw Hein. Ascent by Jamie McKane. Bota by Felipe Secato. The GameUnion Organizer by Mohammad Moataz Thabet. Speaker Test by Harrison Field. Climb High by Arthur Avetikyan. Match 3 by Jonatan Bergström.
My IDs by Abdulkader Tayara. Brick Breaker by Dhruv Dubey. Water meter by WJ Schoeman. The device measures the water level in a glass of water and read the water level in an audible fashion. ESP32 WiFi config by Uri Sh. A web app to configure WiFi AP credentials over Bluetooth-LE, for ESP32 IoT devices.
VirusTracker by Shubhankar Darbari. A java based application which can track the number of cases active, total, recovered etc all around the globe and a particular country. WeightLogger by Toghrul Shamsizade. CSNifty by Matthew Schaefer. tufotoBoda by Olga Feshchenko Andreiko.
TufotoBoda is a web application that helps couples to find a wedding photographer in Spain. MiniPaint by Carlo Mercuri. Streaming video server using a Raspberry Pi by Michael Mearing Williams.
Streaming video server on a Raspberry Pi by Michael Mearing Williams. Capital Quiz by Benjamin Russell. RegexGolf by Karl Vyhmeister. products by sumit raj.
COVID Tracker by Ridwan Hannan. Currency Exchange by Owais Ali. SFML - 2D Platformer Game by Alexander Lee. Talent Auto Selector by Neil J. WikiCrawler by Matheus de Souza Pessanha. COVID Coronavirus State by Stephanie Ann Viveros. COVID Coronavirus State is a chrome extension that gathers and displays current statistics in the the state of the users public ip address.
KCCC Website by Ken Kinoshita. Chrome Counter by Parth Tornekar. Yatzy by Elijah Reid. Sphere control by DONȚU Daniel Nicolae. Birthday Reminder by Peter McHugh. CS50 CalorieCounter by Martijn Jong. CalorieCounter is a web based application enabling users to keep track of their daily calorie intake and give access to a large database of nutrients. Town Market by Ahmed Khaled Shoman. Snake Game using Lua with LÖVE by Nipun Chamikara Weerasiri.
A recreation of the popular game, Snake using the Snake Game using the LÖVE framework. Manage Tasks by Rashad Nazer. Befit : a calories tracker web application by AYOUB AMKHAZZOU. Befit is a calorie tracker app that calculates user's daily calories intake , it helps the user to track meals and water. Password Generator by Daniel Boctor. Single Bar by Nuttaphoom Boonmee. Casa Oceane Receipt Website by Yann Bonzom. Coin Up! by Kevin Jin. Luck Tycoon by Luke Haws.
COVID Dashboard for India by Aniruddha Sathyadharma Prasad. Quantum - A personal Assistant by Utkarsh Malhotra. Real Estate Search Engine by Lok Tin Li. finance by William Franceschine. CS50 Library by Sreenath Sreekrishna. My project is a Library Management web application that uses flask, SQL, HTML and CSS.
CS50 Discord Stats by Oleksii Nesterov. Tree Console by tomer gabriel. com by David Weatherspoon. My Personal Blog by Michael Ngo. eBaySalt by Ian Luria. YYCCanadaEcon by Kimberley Chiu. Strawhat Escape by Tan Weisheng Wilson. Mohzy Finance by mohammed alkhateeb. Simple Portfolio Website by Liam Botha. CBT Aid by Tony D Jones. An app to make Cognitive Behavioral Therapy easy and convenient at any time in any place.
My personal blog by TIN DO. Parkclass by Louky Schutte. A webapplication for trainers and athletes who want to teach or get taught sport classes outside in the park! Xie Lab website template with automated bibliography by Li Wang. Arduino Controlled Camera Slider by Ahmed Zeyad Abdelaziz Shoukralla. Arduino Controlled Camera Slider by Mostafa Ashraf Mohamed Hamza.
PONG 2 by Harsh Avinash. Pong 2 by Harsh Avinash. Security Camera by Ayush Gupta. Using the PiCamera module for the Raspberry Pi, a live video feed of a camera is streamed onto a Flask run webpage.
Mexico-US Remmitances Dashboard by Oscar Dybenko Guajardo Morales. Jarvis-The Virtual Assistant by Gajjar Pratham Jayesh. Demo Finance by Takao Hamamoto. Capacity by HSU, HSIN. This project is a simple model to plan the production plan in wafer sort stage at each tester. CashTrack by Moboluwagbe Toluwanimi Adesanmi. Python Job Search by Crawford Morris.
Commonplace by Teng Yi Yun Grace. ChronoCTRL by Diana Giulietti. Supervisory by José Gregório Do Rozário. ASTRO50 by YASSINE EL AMIRY. Cs50 final project by Antonio Santos. MCScript by Bernard Montens. Civi Serve by Raphael Lerner. TIPUSAM by mohammad shadab azam ansari. Mills Bank Corporate Solution by Deepanshu Narang. Shelfi by Nisanth Chandran. Creative Placemaking News Aggregator App by Melanie Courtois. This project was to build a news aggregator web app with Django and python web scraping beautifulsoup4.
FocusFive25 by Andrew Lloyd Edward Coad. The DotBandit Project by Robin Hannan. Covid Fighter by Chan Zhen Yuan. Wiki Read by Stephan Bakkelund Valois. ConneX by Aryan Kashyap. Infobot by Маргарита Андрианова. It is the infobot for the local community. He can a few things: to welcome new members and check their introductions and to give information about local shops, cafes and other places.
by MD MOTASIM BHUIYAN. Blinks detector by Srijan Mehrotra. Random Meal by Moritz Zerwes. Project NC by Reinaldo Coronel. GearList by Juan Martín Sánchez.
Water Quality Index Web Application by Pak Huiying. David Tameeris Personal Portfolio by David Tameeris. LaTeX2Python Formula Translator by Milad Abou Dakka. CS50 CHARITY by Mohammed ALBusaidi. Health Watch by Matthew Bryan. Subscription Tracker by Tarosh G. The subscription tracker app helps keep track of your subscriptions and to stay on top of your financial game. Corona Virus Tracker by Rishi Athavale. Corona Virus Tracker provides information to users about the COVID epidemic for every country.
Simple C by Vishaal Mehta. GPA Calculator by Jackson Tang Qun Yao. A website that allows users to record and store their courses and grades, as well as predict their GPA based on expected grades Please do let me know if I am displayed in the gallery! WESTUDY by Satyam Goyal. The Wiki Game by Abhishek Karale. UNITI by Mohamed Naceur Souissi. Markowitz Frontier Grapher Using R by Facundo Olcese.
Rescue Simulation by علي محمد عبد الحميد قابيل. Abyssinia Tour and Travel by Elias Bazezew Ferede. TaskPlan by Kenneth Gu. Drawify by Makeo Tom. Tomado - A Pomodoro Timer by Tan Zu Wei, Joel. Tomado is a Pomodoro Timer written in Python with a GUI, which offers the option to track tasks, as well as the option to utilise custom timings in minute increments.
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Face Applications Raspberry Pi Tutorials. by Adrian Rosebrock on June 25, But as I hinted at in the post, in order to perform face recognition on the Raspberry Pi you first need to consider a few optimizations — otherwise, the face recognition pipeline would fall flat on its face.
To learn more about using the Raspberry Pi for face recognition, just follow along. You can follow my instructions linked on this OpenCV Install Tutorials page for the most up to date instructions. Both Davis King creator of dlib and Adam Geitgey author of the Machine Learning is Fun! On your Pi, you should unzip the archive, change working directory, and take a look at the project structure just as I have done below:.
Before we can apply face recognition we first need to gather our dataset of example images we want to recognize. We will be using a deep neural network to compute a d vector i. First, we need to import required packages. From there, we handle our command line arguments with argparse :.
Note: The Raspberry Pi is not capable of running the CNN detection method. Otherwise, use the hog face detection method. Line 56 constructs a dictionary with two keys — "encodings" and "names".
The values associated with the keys contain the encodings and names themselves. The data dictionary is then written to disk on Lines Mine is named encodings.
pickle — this file contains the d face embeddings for each face in our dataset. No problem, just use the --detection-method hog command line argument. py script with one notable change.
The rest of the modules listed are part of your Python installation. We proceed to grab a frame and preprocess it. The preprocessing steps include resizing followed by converting to grayscale and rgb Lines Well, he was referring to growing dinosaurs. As far as face recognition, we can and we should detect and recognize faces with our Raspberry Pi. Haar cascades are also known as the Viola-Jones algorithm from their paper published in The highly cited paper proposed their method to detect objects in images at multiple scales in realtime.
For it was a huge discovery and share of knowledge — Haar cascades are still well known today. Parameters to the detectMultiScale method include:. For more information on these parameters and how to tune them, be sure to refer to my book, Practical Python and OpenCV as well as the PyImageSearch Gurus course.
The result of our face detection is rects , a list of face bounding box rectangles which correspond to the face locations in the frame Lines 47 and We convert and reorder the coordinates of this list on Line We then compute the d encodings for each face on Line 56 , thus quantifying the face.
From there, we simply draw rectangles surrounding each face along with the predicted name of the person:. We also update our fps counter. Our face recognition pipeline is running at approximately FPS. The vast majority of the computation is happening when a face is being recognized , not when it is being detected.
Furthermore, the more faces in the dataset, the more comparisons are made for the voting process, resulting in slower facial recognition.
Therefore, you should consider computing the full face recognition i. Such a process will enable you to reach FPS on the Raspberry Pi for face recognition.
We will be covering object tracking algorithms, including centroid tracking, in a future blog post. I strongly believe that if you had the right teacher you could master computer vision and deep learning. Do you think learning computer vision and deep learning has to be time-consuming, overwhelming, and complicated? Or has to involve complex mathematics and equations? Or requires a degree in computer science? All you need to master computer vision and deep learning is for someone to explain things to you in simple, intuitive terms.
My mission is to change education and how complex Artificial Intelligence topics are taught. If you're serious about learning computer vision, your next stop should be PyImageSearch University, the most comprehensive computer vision, deep learning, and OpenCV course online today. Join me in computer vision mastery. Click here to join PyImageSearch University. Using this method we can obtain highly accurate face recognition, but unfortunately could not obtain higher than FPS.
To be notified when future blog posts are published here on PyImageSearch, just enter your email address in the form below! Enter your email address below to get a. zip of the code and a FREE page Resource Guide on Computer Vision, OpenCV, and Deep Learning. Inside you'll find my hand-picked tutorials, books, courses, and libraries to help you master CV and DL! All too often I see developers, students, and researchers wasting their time, studying the wrong things, and generally struggling to get started with Computer Vision, Deep Learning, and OpenCV.
I created this website to show you what I believe is the best possible way to get your start. Before you said it while going through the post I was also thinking what would it be like to run this on Intel Movidius NCS, would love to see a post on it in the future.
Yes, I am serious. Googling for vocal fry can lead you to a lot of really, really bad cases of what it is. Mine is nowhere near as bad — I just talk in a low voice 😉. You can contact me via the PyImageSearch contact form.
me too looking in this direction. Hello Adrian Rosebrock, I want to congratulate you for all your contribution in this field, I have a question and that is that I have mounted the topic of facial recognition, but the same program that I run on my laptop recognizes a distance of up to 5 meters but in the Raspberry device does not do it at 1 max and sometimes at 2 meters away, is there any way to overcome this problem? That sounds like a difference in your camera sensors — your Raspberry Pi camera is not good enough to detect the faces from your distance.
You can either:. Use a better camera sensor 2. Upsample the image prior to applying face detection — the problem here will be speed. The more data, the longer it will take to process. Thanks for this tutorial Adrian. This model dlib cannot be directly used by the Movidius NCS so a comparison cannot really be done. Regarding this topic, have you considered converting some Tensorflow model for face recognition, such as those provided with facenet by David Sandberg, to Movidius graph in order to increase FPS for face recognition on RPi platform?
Hi Adrian! I recently discovered your site and I love your tutorials. The caffe model from the previous post achieves between 1 and 0. Do you have any suggestions for using these two models together on a RPI? Thanks, Gus. Thank you for the wonderful post! Always wait for your post to learn new things.
Are you planning to write a blog about running face recognition on Intel Movidius NCS? Thanks for creating this level of informative posts which anyone can learn, This post is also very informative and useful too..
What are you saying? Indeed, the Pi does have a GPU. Notice how the inference on a single image took 3. Dear Dr Adrian, Thank you for this tutorial. My particular question is about increasing the frame rate.
You informed us about using eigenfaces and local binary patterns LPB as a method of increasing the processing rate. Both do. I actually implemented the VideoStream class in this blog post to combine the two blog posts you are referring to into an easy to use class.
The code used in this post is already taking advantage of threaded video stream. They claimed to achieve 18FPS on Pi-Zero-W with ResNet18 trained on CIFAR with their technology. And they claim that they were your students 🙂. Additionally, you should read this post on how to access the Raspberry Pi camera. i have a RaspberryPi and i want do the same thing that you do, but instead o do detection and the recongition in the raspberryPi , i want to stream the camera feed to the cloud and do all the proccesing their because raspberryPi is very slow.
Thanks for reaching out. Hello Adrian, First of all thanks for this tutorial. please discard this post, finally the library was installed it took almost two hours to complete. Congrats on configuring your Pi for face recognition, Daniel!
It hangs after this.
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PiCameraMMALError: Failed to enable connection: Out of resources I am getting this error please help. I cover that exact project inside Raspberry Pi for Computer Vision. I picture him referencing a very complicated flowchart covering his entire Damm while writing this book. what are the different steps? Generative Adversarial Imitation Learning with Neural Network Parameterization: Global Optimality and Convergence Rate. original code Second Question: I attempted to update a Google sheet using the Gspread API, this works fine on my mac with your code however on the Pi it crashes with the same segmentation error. Coronavirus Scrolling News by Alexander Peter Wood.Yu Chen, Zhenming Liu, Bin Ren, Xin Jin ; Proceedings of the 37th International Conference on Machine LearningPMLR Yingyi Ma · Vignesh Ganapathiraman · Yaoliang Yu · Xinhua Zhang. Hey Andrel — read this post first. Notice how the inference on a alex choon binary option image took 3. How do you get the Traubenmost überholt of a book?