Projects 

• Facial Expressions Recognition 

• Drowsiness Detection Using Face Images

• Pose Estimation using open-pose

• Image classification using Pretrained Networks on

ImageNet 

• Object detection using Yolov3,4 

  • • • Counting and Tracking using Deep sort

• Object detection using SSDMobileNet v2,v3

• Point cloud classification using

  • • • PointNet

• Image Classification using

• Federated Learning

• MAML for few-shot classification

• Driver Profiling /Identification using CAN bus sensors data

• Human Activity Recognition Using Wearable sensors data

• Anomaly Detection

  • • One-class SVM

    • Kalman Filtering

• Feature engineering

  • PCA

  • LDA

  • Noise removals

    • • Filters

• Gaze detection using EoG

• Drowsiness detection using EEG + PPG

• Silent Speech voicing (speech synthesis) using EMG

  • • Transduction (EMG to MFCC)

    • Speech Synthesis

      •  WaveNet (MFCC to audio), HiFiGANs, etc.

    •  DeepSpeech(Audio to Text)