CLM-framework (a.k.a Cambridge Face Tracker) is a framework for various Constrained Local Model based face tracking and landmark detection algorithms and their extensions/applications. Includes CLM-Z and CLNF.

[ICCVW 2019] A Global-local Embedding Module for Fashion Landmark Detection

🌍 Samarkand Travel Guide — Discover the rich history 🏰, iconic landmarks 🕌, and vibrant museums 🎨 of Samarkand. This guide offers essential info ℹ️ for exploring this historic city 🏙️ — from ancient architecture 🏛️ to cultural attractions 🎭 and local tours 🚶‍♂️🚌.

Android app that rewards users for discovering local landmarks

Integrating global and local landmarks into mobile navigation services

The following python code is the first step to creating an open source tool which will be used to create datasets that could be used to train lip recognition machine learning algorithms. The program typical takes a given video URL (typically from youtube) and downloads the video along with the available English subtitles. It then chops the video into segments per word or per sentence depending on the what settings are specified. Once the videos are chopped per sentence or per-word the audio is extracted and stored into a separate chunks and the files are copied without the audio and stored separately. Afterwards face recognition is applied onto the video files that do not contain the audio. The 68 landmark points position are extracted for every frame, face recognition is applied on every frame and the result is True if a face is found False is a face isn't found. If a face is found the region of the lips is cropped. All of the results are saved locally. No subtitle to audio or audio to video alignment is applied at the moment. The video is chopped at the times in which subtitles are presented in the video. Simply open and run main.py by changing the URL and filename value. Also a DEMO_face_detect.py presents how face recognition is applied in real time from the local camera. I appologies in advance there are alot of improvements that need to be made. I am not a software engineer nor I hold a computer science degree at the moment but I am get there.

Experiments using Efficient AttentionCLA, MH Latent Attention, GIST, Local-Global, Landmark Attention, YOCO)

Camera (Edge) ↓ YOLO Face Detection ↓ Landmark Alignment ↓ Embedding Model ↓ Local Matching ↓ Attendance Log ↓ Cloud Sync ↓ Mobile Dashboard

The Serene Doon Valley In the northern part of India lies a picturesque city called Dehradun with it's enchanting environs and salubrious weather the city is an epitome of beauty. It is idyllically located in the Garhwal region which is bestowed with natural abundance. The city is located 236 kilometers north of India's capital New Delhi. Being located on the foothills of the Himalayas the city holds a large number of inhabitants of Garhwal region who migrated to Dehradun in search of jobs, education and for a better standard of living. One can find the richness of Garhwali, Kumauni, Nepali, Jaunsari and various other cultures which are bonded with a thread of love by this city. In the past few years Dehradun has emerged as a major tourist hub as it is located close to some of the popular tourist destinations such as "The Queen of Hills" Mussoorie, "The Gateway to the Garhwal Himalayas" Rishikesh and the pious city of Haridwar. Dehradun which is also nicked named as Doon Valley became the capital of Uttarakhand state in 2000 which lead to rapid development of the city. Earlier the city which was far away from modernization, now proudly showcases its towering buildings, great infrastructure and prestigious institutions. Dehradun is also progressing as a major IT sector and its roots are also spreading in the field of publishing. Dehradun is a home to renowned educational institutions and government departments of India such as Indian Military Academy, the Ordnance Factory Dehradun, Survey of India, Wildlife Institute of India, Forest Research Institute, Wadia Institute of Himalayan Geology, Oil and Gas Corporation, University of Petroleum and Energy Studies and many more. Major attractions of Doon Valley -: Doon Valley is blessed with quintessence of nature and has various scenic spots which are visited by tourists all over the world. The famous tourists attractions have been mentioned below -: 1) Lachhiwala - Lachhiwala is an ideal picnic spot to head in summers which is located at a distance of 17 kilometers from Dehradun city on Haridwar-Rishikesh road. The place is surrounded by verdant forests; far away from the hustle and bustle of the cities. One can feel rejuvenated at the man-made pool which is safe for everybody. The lavish environs of Lachhiwala offer recreational activities like bird watching and trekking. The picnic spot enjoys the attention of a large number of tourists who visit this place frequently. One can take accommodation in the Forest Rest House which offers comfort as well as luxury to its guests. The best time to visit Lachhiwala is during summers. 2) Buddha Temple or Mind Rolling Monastery - Buddha temple or Mind Rolling Monastery is one of the most visited places in Dehradun. The monastery was built in 1965 to promote religious and cultural teachings of Buddhism. It is located at Clement Town which proudly displays 103 feet tall statue of Lord Buddha. The aesthetically designed temple showcases skillful Japanese architecture. The intricate wall paintings, marvelous architecture, sculpted idols and the lively paintings which depicts the life cycle of Lord Buddha are the major attraction of this place. These paintings were painted in pure gold color by 50 skillful artists. Three years of hard work and dedication lead to the outcome of these lively and charming paintings. One can have an enchanting view of the lustrous Doon Valley from the terrace area and feel the fresh breeze gently touching your cheeks. Visitors can also enjoy shopping at the tiny shops which are present in the temple complex. Few eateries are also available inside the temple complex to savor your jaded palates. It’s a place which can be visited all around the year and even better if you carry a camera along with you. 3) Robbers Cave – Robbers Cave is one of the best places to explore in Dehradun. This place was named Robbers Cave by the Britishers as robbers used to take refuge in these caves after robbing. The place is also referred as Gucchu Pani which is located at Anarwala village about 8 kilometers from Dehradun city. Many people come here to explore the unusual cold springs. You can have fun here while splashing cold water on your friends on a sultry afternoon. When you go inside the cave it’s like a quest, people fold their trousers and roll up their sleeves to avoid getting wet yet nobody escapes from the splash of water. One should avoid visiting this place in monsoon season and it’s better if you carry an extra pair of clothing and some food. 4) Asan Barrage - Asan Barrage is located near Dhalipur village which lies at the confluence of two rivers namely Asan and Yamuna. One can spot a large number of migratory birds and threatened bird species which have been listed in the Red Data Book. The barrage is 287.5 meters long and the river bed is 389.0 meters above sea level. The minimum water level is recorded as 402.4 meters above sea level and maximum being 403.3 meters above sea level. If you are a nature lover this place will be a treat to your eyes. The tranquil winds, the lush green surroundings and the melodious voice of the playful birds will make your heart skip a beat. The best time to visit this place is in the month of October and November and in late February and March. This place is truly a bird watchers paradise with birds such as ruddy shellduck, mallard coot, cormorant, egrets, wagtails, pond heron, pallas’s fish eagle, marsh harrier, greater spotted eagle, osprey and steppe eagle visit this area. If you are searching for peace and tranquility in the lap of nature this place will help you to do so. 5) Forest Research Institute - Forest Research Institute was established in the year 1906 which displays authentic Greek Roman infrastructure by C.G Bloomfield in 1929. One cannot marvel but admire the colonial style architecture which is a National Heritage. The Forest Research Institute sprawls over 2,000 acres of lavish vistas and lush green fields which have been well maintained. Many visitors like to have a walk through the trails, take photographs of the museum and some people come here for solitude and mental peace. There are six museums in FRI which are based on social forestry, pathology, silviculture, timber, non-wood forest products and entomology. You will be asked to pay an entry fees of Rs. 10/- and guide services will be available at Rs. 50/-. The timings to visit the museum are from 9:00 am to 5:30 am. The museum is closed on gazette holidays. You can visit this place in any month but don’t forget to carry a camera along with you as the well manicured gardens and the picturesque landscape around the institute will allure you to click some photographs. 6) Clock Tower – Clock Tower which is a prominent landmark of the city is also known as Ghanta Ghar by the local residents. Ghanta which means ‘bell’ and ‘ghar’ means home in Hindi. The Clock Tower is encircled by various commercial centres such as Grand Post Office, shops, eateries, shopping complex, Paltan Market and Indira Market. The Clock Tower has been standing tall much before Independence. Many people come here for shopping spree as it is close to the local market area. The place also notices political gatherings and campaigns from time to time as the political groups are able to gather attention of the public who visit the market area.

Explore all India city with Town Tour: Discover landmarks, personalized recommendations, guided tours & support local businesses. Your ultimate urban companion!

Matlab implementation of the Viola–Jones Framework and Active Shape Models for facial landmarks detection.

Landmark-based Spectral Clustering with Local-constrained Linear Coding

UrbanScout is a web application that helps you find landmarks in your local city. Built with the Google Maps API and NYC Open Data at the Hack@CEWIT Hackathon.

A free, high-performance social mapping platform for explorers. Discover hidden gems, share local landmarks, and connect in real-time on a beautifully designed interactive map. Built with React 19 & Node.js.

First group project. HTML, CSS, and JS blended with multiple 3rd-party and server-side APIs to develop a simple search application to retrieve info on local points of interest (parks, trails, landmarks, etc).

Indian Tourism Website" is a project by Shalini Sahu and Shivansh Tiwari, offering a comprehensive guide to India's tourist destinations. It features information on landmarks, cultural festivals, and local cuisines, along with interactive maps and travel tips, making it a go-to resource for travelers exploring India

This repository contains code for a teeth detection project using MediaPipe Face Mesh. The code utilizes facial landmark detection to determine whether the teeth are visible in images. It includes functions for image resizing, tooth detection, and supports image inputs from either a local folder or URLs.

Mobile Assets Real-Time Keeper MARK is a risk management solution aimed to secure and protect your vehicles along with its cargo and passengers. It combines the power of a GPS (Global Positioning System) device and a software program that allows you to record vehicle and employee details, plot landmarks, create a delivery dispatch (pick-up and destination), pinpoint the vehicle’s present location and know its as speed, direction, mileage in real time. MARK is also the only GPS system which is supported by a 24/7 call centre/monitoring station for dispatching and active tracking of vehicle and cargo until safely delivered to its destination. Furthermore, the 24/7 call centre provides emergency assistance service for vehicle breakdown, towing, medical service, and even security response through its own network and the local police. It is like having your own 9-1-1. Increase your income by reducing operational inefficiency, making accurate logistic decisions, reducing insurance cost, providing better customer service and most important of all, enhancing the safety and security of your vehicle, cargo and lives. With MARK, you get premium values more than what you pay for. ←Back Features→ git status git add . git commit -m "" git push origin

ApnaDelhi is a travel guide website designed to help visitors explore and enjoy Delhi. Whether you're new to the city or a frequent traveler, ApnaDelhi offers curated information on top attractions, historical landmarks, local culture, food, and travel tips.

Robot self-localization based on visual landmarks using Hough line transform and particle filters

An iOS app for Medford, MA residents to explore the local landmarks

Responsive tourism site built with HTML & CSS. Highlights local culture and landmarks.

Facial Landmark Detection using Convolutional Expert Constrained Local Model

AI/ML project to identify landmarks in the city of Accra to be used by local buses

Explore global landmarks and contribute images and local knowledge for others to see. Created for DubHacks 2020.

Invictus is a local desktop lie detection system that analyzes facial landmarks and behavioral features to estimate deception probability using a RandomForest model.

Fully-Convolutional Local-Global Context Network for Robust Facial Landmark Detection in CNTK (Python)

Local-first anime face matching. Upload a photo, extract MediaPipe FaceMesh landmarks, compare normalized face ratios against an anime character dataset, and return the closest matches with visuals. What it does Extracts 468 face landmarks with MediaPipe Tasks Face Landmarker. Computes normalized facial ratios (eyes, jaw, chin, brow, mouth, nose).

A ROS binding for CLM, a framework for various Constrained Local Model based face tracking and landmark detection algorithms

Hermes is a customizable navigation system that enhances road trips by highlighting landmarks, attractions, and user preferred stops along the route. It offers personalized features, social integration, and supports local businesses through discounts and promotions.