Object Detection using TensorFlow.JS COCO-SSD model.. Reference: TensorFlow.JS COCO-SSD model Types of Objects detected (includes most common objects like cat, dog, car, bus, truck, person,
Identifying Animal / Bird Species in Wild Life Documentary Films Implemented using Mobile-Net model in TensorFlow.JS Description: analyzes video frame by frame and runs Mobile-Net
Real-Time Body Part Segmentation using TensorFlow.JS Description: Captures live video stream from camera and runs TensorFlow.JS Body-Pix model to segment body-parts in real-time.. References: Link
Detecting Facial Expressions of Comedians using OpenCV + Dlib Real-Time Face Tracking with TensorFlow.JS Description: Captures live video stream from camera and runs TensorFlow.JS FaceMesh
Automatic Scene Generation using DC-GANs in PyTorch.. References: PyTorch Tutorial on DC-GANs Intel Image Classification Dataset – used for training the GAN model, contains scenes
Generating Anime Character Faces using DC-GAN in PyTorch.. DC-GAN stands for Deep Convolutional Generative Adversarial Networks.. References: PyTorch Tutorial on DC-GANs, Kaggle Dataset of Anime
Great News! CINEMATRIX is now part of the Nvidia Inception Program designed to nurture AI start-ups during critical stages of product development, prototyping and deployment..
CINEMATRIX is recognized and certified by Department for Promotion of Industry and Internal Trade (DPIIT) under Start-Up India Scheme..
Capturing body movements, actions and postures from dance and figure skating videos using OpenPose from CMU’s panoptic studio..
Applying Neural Style Transfer to produce artistic effects and filters in photos and videos.. Implemented using PyTorch and Keras.. Try in Google Colab or download
Trying Digital Restoration & Colorization of Old Black & White Films, using DeOldify, Deep Learning based implementation of Generative Adversarial Neural Networks or GANs..
Created cinematrix.in – to showcase applications of AI & Machine Learning in Multimedia & Entertainment domain.. Read the story behind this creative journey that started
Invited to speak at the Indian Technology Congress 2018 on Transforming Enterprises for Digital Age through AI / ML.. Learn more
Invited to speak at the Image & Video Analytics Summit.. Learn more
Demo of Fashion Advertising created by interns from BITS Pilani, who worked in my team during Summer 2018. Displays product ads for clothing and fashion
Demo of Player Face Recognition created by interns from BITS Pilani, who worked in my team during Summer 2018. Uses Face Recognition to identify players
A cool visualization of projects posted on Kick Starter made in Kibana..
Interview with Analytics India Magazine on the occasion of women’s day 2018. Thanks to Analytics India Magazine for sharing my career journey and thoughts on
Published a LinkedIn article covering topics on emerging technologies like – AI, IoT, Edge Computing, Smart Homes and Robotics..
Joined SONY‘s research team in Tokyo, Japan to work on some cutting edge technologies to create personalized music recommendations..
Presented a paper on Humor Analysis in FRIENDS at EMNLP-2006 in Sydney. The paper analyses dialog transcripts and audio tracks in FRIENDS episodes for automatic