Visual Computing

Advanced Video Analytics using State of the Art Methods in Artificial Intelligence (AI) & Machine Learning (ML) Algorithms for Scene Understanding & Visual Recognition Smart Video Editing (e.g. use of Color Grading & Filters) based on Scene’s Visual Composition Digital Restoration & Colorization of Old B & W Films Identify Camera Angles & Perspective (Close-Up,…

Music Technology

Machine Learning based Algorithms for Song Writing and Music Composition Search Music Catalog for samples similar in Patterns, Rhythm & Style Separate Vocal and Instrumental Sounds in Music Separate Instrumental Tracks, such as Drums, Piano, Violin, Guitar, Flute etc.. Background Music & Soundtracks to match the Audio-Visual content in the Scene Extraction of Song Lyrics…

Audio Analysis

Detect Ambiance Sounds like Clapping, Singing, Screaming, Whistles, Honking, Door Knock, Gun Shots etc.. Filter Unwanted Sounds, like Traffic Noise from the Audio Audio Transcription: create Subtitles by converting Speech to Text Voice-Over: Generate Voice-Over Narrations using Synthetic Voice (Text to Speech) Vocal Simulations: Mimic Voice or Speaking Style of Famous Celebrities, Singers & Actors…

Dialog Processing

Advanced Natural Language Understanding (NLU) to process the Verbal and Vocal content in Dialogs Sentiment Analysis to detect the Tone of Conversation (e.g. Heated Argument vs Sympathetic Dialog) Automated Content Rating by detecting Abusive & Offensive Language Translation & Dubbing: Translate Dialog content into Multiple Languages Key Areas : Natural Language Understanding, Speech & Dialog…

Multimedia Indexing

Easily Manage and Store Large Volumes of Media Files, including Stock Images, Video Footages, Audio & Music samples Searchable Index with Intuitive Tags Search Media based on Color Palettes or Keywords Search Engine to support Advance Queries, by Identifying Locations, Objects, People, Characters and Activities in Videos, or Instrumental Sounds & Styles in the Audio…

Mixed Reality

Browse or access Media in 3D + AR / VR Augmented Mirror to accessorize Face & Body Parts Hand Tracking & Gesture Recognition to control objects in AR / VR Chroma-Key effect to add or replace Background Layer without Green Screen Capturing 360 degree view of Places or Objects to construct 3D Computer Models Augment…

Fashion

Product Features: Capturing High-Level Product Features that cover the unique Style, Design, Colors, Pattern, Texture, Material from Product Images Advertising: display Product Ads for Clothing and Fashion Accessories similar to what the Actors or Models are wearing on Screen Smart Mirror: suggest and apply Make-up Products or Cosmetics, like Lipstick, Eye Shadows, Hair Color &…

Sports & Action

Activity Recognition: recognize Sports Activities, like Swimming, Skating, Boxing, Cycling, Surfing, Yoga from Sports and Fitness Videos Advertising: display Product Ads based on the Sports Activities detected, e.g. Boxing Gloves, Wet Suit, Skateboard, Mountain Bike etc during Games & Matches Video Highlights: Automatically generate Highlights for Sports Videos by detecting Loud Cheering, Clapping and Applause…

Comedy

Humor Analysis in Television Sitcoms Visual Comedy: detect Visual Cues like Gestures, Actions, Facial Expressions which are indicative of Humor Analyze Verbal and Vocal Expressions in Comedy Shows Insert Laugh Tracks after Funny Scenes or Dialogs Key Areas: Humor Analysis, Situational Comedy (Sitcoms)

Advertising

Contextual Advertising related to the Visual Content on Screen: Fashion: display Ads for Fashion Accessories and Apparel similar to what the Actors or Models are wearing on Screen Games & Toys: display Ads for Toys, Story Books, Comic Books and Action Figures by detecting Popular TV Characters, Cartoons and Superheroes (like Ironman, Spiderman, Star Wars,…

Games & Animation

Character Recognition: Detect popular TV characters, Comic-Book Superheroes and Cartoons, like Iron Man, Spider-Man, Pokemon, Super Mario, Star Wars, Dora, Snow White etc, from Video Games and Animation Films.. Rigging: Capture Hand Gestures, Facial Expressions, Body Movements from Real-Life Videos with Human Actors, and apply it on Animated Cartoon Characters.. Photogrammetry & 3D Scan: Constructing…

Broadcasting Services

Classify digital content or news into specific categories like: Stock Markets, Election Polls, Old Film Songs, Natural Disasters, Winter Olympics Sports, Live Concert etc. User Engagement: Time spent watching or listening to specific programs on Television or Radio Capture Trigger Points: identify specific content or commercial that triggered the user to switch to another station…

Travel & Wild-Life

Identify Popular Destinations, Locations & Landmarks in Travel Documentaries Display Ads for Holiday Packages and Travel Deals based on the Locations identified in the Video Detect Outdoor Activities such as Hiking, Mountain Climbing, Scuba Diving, Rafting, Sailing, Surfing, Fishing, Boating etc from Travel & Adventure Videos Identify different Species of Birds, Animals, Fish & Insects…

Geo-Tagging

Train Machine Learning models to Identify Famous Landmarks and Locations in Films.. Types of Geo-Tags include: Generic Terms like Beach, Desert, Snowy Mountains, Rainforest, Glaciers, Lake, Theme Park etc.. Names of specific Cities or Countries: Canada, Antartica, Switzerland, Japan, Dubai, Las Vegas, Africa etc.. Tourist Attractions and Landmarks: e.g. Grand Canyon, Disney Land, Banff National…

Object Detection

In different Video Genres, Machine Learning models can automatically detect different kinds or categories of “Objects”: Video Games & Animation Films: detect Popular Fictional Characters, Comic Book Superheroes & Cartoons Fashion: detect Fashion Apparel and Accessories worn by Actors or Models Sports Videos: detect Team Logos, Country Flags, Banners and Sporting Equipments Wild-Life Documentary Films:…

Activity Recognition

Train Machine Learning models to detect Indoor – Outdoor Activities, such as Painting, Cooking, Jogging, Cycling, Swimming, Skating, Surfing, Hiking, Rock Climbing etc.. Applications in Advertising: detect Outdoor Sports Activities to display Ads for related Sporting Equipments and Accessories, e.g. Boxing Gloves, Swim Suit, Skateboard, Mountain Bike etc..

Facial Expressions

Capture Facial Expressions of Actors from Close-Up Shots Detect Sentiments or Video Genres (Comedy, Tragedy, Horror, Thriller, Mystery, Drama), from Facial Expressions of Actors in the Scene Map Facial Expressions of Famous Actors and Celebrity Figures into Animated Cartoon Characters Keywords: Facial Features, Sentiment Analysis

Motion Capture

Capture Hand Gestures & Body Movements from Dance & Action Videos without Kinetic Motion Sensors Capture Body Postures and Movements from Popular Dance Choreographies, Action or Martial Arts Scenes Simulate Gestures & Body Movements of famous Actors and Dancers in Animated Cartoon Characters Keywords: Martial Arts, Choreography, Gesture + Pose Detection

Generative Neural Nets

Generative Adversarial Networks (or GANs) have gained lot of popularity in recent years to generate new artificial data by feeding deep learning models with real data samples.. The model learns to create new samples by following the same distribution or patterns as in the real data-set used for training.. Applications of GANs in Media &…

Style Transfer

Neural Style Transfer to produce Artistic Filters and Visual Effects in Still Pictures or Videos.. Sample Effects produced by Style Transfer: Originals: