CycleGans for Underwater Plastic Detection and cleaning
CycleGans for Underwater Plastic Detection and cleaning

An efficient and scalable architecture for underwater plastic detection and cleaning using Underwater Autonomous Vehicle (AUV) and CycleGans as Data Augmentation technique to convert in air plastic to underwater style.

GANStyle TransferObject DetectionAugmentation
Underwater Plastic Detection & Cleaning using Computer Vision & IOT
Underwater Plastic Detection & Cleaning using Computer Vision & IOT

An AUV for underwater garbage detection, collection and cleaning using Computer Vision and IOT. It uses tflite model for garbage detection with almost 80% accuracy. The model is trained on 1500 images of 5 classes namely straws, bottle, cans, bags and cups.

Computer VisionDataset CreationAugmentation
Multiclass Image classication on UC-Merced LandUse Dataset
Multiclass Image classication on UC-Merced LandUse Dataset

This project aims at classification of remote sensing image dataset. The model developed for classification is a fusion model of spatial features with dct features.3-layer fusion model of cnn is used with dct and lbp to improve the accuracy of prediction.

Aerial ImagingDCTCNNAugmentation
IOT based Smart Home using Face Recognition

This project provides controlling and monitoring of home appliances as well as provides security from unknown persons. We proposed a system for Smart Home Automation technique.

IOTFace Recognition
Traveller
Traveller

Complete Responsive Chatbot with automatic features from booking to payment

GPT3API gatewayDynamoDBAWS Rest
Background Replacement of Showroom Cars
Background Replacement of Showroom Cars

Complete Automated way of Changing background of showroom cars using semantic segmentation for segmenting car image from background and then generating shadow using attention shadownet.

Semantic SegmentationAttentionShadow Generation
Online Guru
Online Guru

Startup Idea for Online Cricket Coaching

Pose EstimationSegmentationDynamic Time Warping