MSCS @Georgia tech | Physician
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using BYOL(Bootstrap your own Latent) approach – a recent state of the art method
Project github – self_supervised/BYOL
Computer vision, Pytorch,
Self-supervised learning, Classification task
Detection Catheter types and their position (normal, abnormal, borderline) on X-ray
Project github – https://github.com/Amritpal-001/EyeAI
Computer vision, Pytorch,
Multi class classification, GradCam
writing loss functions for classification and regression problems from scratch using numpy as a base library
Project github – custom_functions
Detect and track the cell lineage of different components for stem cell culture and organ cultures.
Project github – https://github.com/Amritpal-001/Cell-detect-and-track
Computer vision, Tensorflow, Pytorch
Training, deploying deep learning models for ophthalmology diagnosis on android app
Available on Google play store(as of June 2021)
Project github – https://github.com/Amritpal-001/EyeAI
Computer vision, Tensorflow lite , Kotlin
Training, deploying Skin lesions classification model – with user firendly interface to get test results
Project github – https://github.com/Amritpal-001/DermaAI
Computer vision, Tensorflow
As part of CEE hackathon
Detecting patient welfare using segmentation frameworks on CCTV video
Project github – https://github.com/Amritpal-001/Big_brother_ICU_CEE_hackathon
using DCGANs to generate new faces
using dataset of 8000+ face images to create faces from scratch
Project github –https://github.com/Amritpal-001/Generative-adversarial-networks-GANs
Demo version of app to track your vitals – Temp, BP, SP02, BP. See graph representations.
Available on Google play store(as of June 2021)
Project github – https://github.com/Amritpal-001/Vitals
Kotlin framework
As part of https://tn-scui2020.grand-challenge.org
Segmenting thyroid gland from Ultrasound images
Project github – https://github.com/Amritpal-001/Image_Segmentation