Shiddharth Saran's repositories
News-Articles-App
Create, Update, Read, Delete and Search News Articles stored in Elastic Search through Python Flask App
GUI-Deep-Learning-Toolkit
GUI-Deep-Learning-Toolkit used for splitting dataset in train and test images, annotating them using labelimg and specifying CNN parameters using Kivy.
Facial-Landmarks
Detecting facial landmarks of images in a folder or in real-time using webcam and saving separate landmarks in specific folders.
Pose-Estimation
Determine Human Pose Estimation using OpenPose models from images or real-time webcam feed. Correcting Exercise postures. Client-Server model to process feed in CUDA enabled system
DragonBallData-Set
Creatin Dragon Ball Power Levels Dataset from website using BeautifulSoup and converting the data to CSV using Pandas.
Barcode_Scanner_CSV_SQL
Scan barcodes in realtime or from a folder and store them in CSV and SQL files and create separate backup files to retrieve data.
Ben10Data-Set
Creating Ben10 Power Level Datset from video using pytesseract to read digits from the video and then convert data to CSV using Pandas.
COVID-19-Diagnosis-Using-Deep-Learning
To aid in faster diagnosis of COVID-19, built a Deep Learning classifier consisting of most commonly used CNN’s for image classification. Transfer learning,Data Augmentation and Dropout methods were used to compensate for size of the dataset and to avoid overfitting.
Intelligent-Scanning-Using-Deep-Learning-for-Knee-MRI-Scans
Implementation of the paper: Deep-learning-assisted diagnosis for knee magnetic resonance imaging: Development and retrospective validation of MRNet