Pinned Repositories
epi-models
https://epi-models.readthedocs.io/en/latest/
Anomaly_Detection
The dynamics of the autonomous system can go into unpredictable behavior because of the faultiness of the sensors, power failure or unexpected environment condition. This work detects whether the state of the drone is in order or not, using multiple streams of video footages.
Arrhythmia-classification
This study is conducted to classify patients into one of the sixteen subclasses of arrhythmia, among which one class represents absence of disease and the other fifteen classes represent electrocardiogram records of various subtypes of arrhythmias. The research is carried out on the dataset taken from the University of California at Irvine Machine Learning Data Repository.
Face-Mask-Detection
Using Haar cascades on the given image we find the coordinates of a face and in the given face co-ordinates we see if the mouth is present by contrasting it with mouth haar cascades pattern
Gesture-Vocalizer
A simple project that facilitates a convenient and intelligent two-way communication, by translating visual language into speech which can be understood by all.
Multistudent-Knowledge-distilation
Multi-student knowledge distillation, which employs a multiple student model to bridge the gap between the data distribution and the student meta architecture.
pattern-recognition-and-computervision
CS 5330 Computer Vision
Psychoanalysis-App
An automated graphology system, to analyze human psychology and learning disabilities using handwriting samples
sqlalchemy
My Scratch Pad Repository for SQLAlchemy. Added some of my ML examples
UFAnalysisCV
• Leveraged sequential LiDAR point cloud across 1800km, spherical view images & geolocation for analysis. • Implemented MRCNN, YOLO & performed Transfer Learning using MSCOCO for segmentation with 94% IOU. • Obtained 97.8% accuracy on point cloud clustering using DBSCAN, MeanShift, K-Means and PointNet
Vidya1899's Repositories
Vidya1899/Multistudent-Knowledge-distilation
Multi-student knowledge distillation, which employs a multiple student model to bridge the gap between the data distribution and the student meta architecture.
Vidya1899/Arrhythmia-classification
This study is conducted to classify patients into one of the sixteen subclasses of arrhythmia, among which one class represents absence of disease and the other fifteen classes represent electrocardiogram records of various subtypes of arrhythmias. The research is carried out on the dataset taken from the University of California at Irvine Machine Learning Data Repository.
Vidya1899/Face-Mask-Detection
Using Haar cascades on the given image we find the coordinates of a face and in the given face co-ordinates we see if the mouth is present by contrasting it with mouth haar cascades pattern
Vidya1899/Gesture-Vocalizer
A simple project that facilitates a convenient and intelligent two-way communication, by translating visual language into speech which can be understood by all.
Vidya1899/Anomaly_Detection
The dynamics of the autonomous system can go into unpredictable behavior because of the faultiness of the sensors, power failure or unexpected environment condition. This work detects whether the state of the drone is in order or not, using multiple streams of video footages.
Vidya1899/Custom_env
Vidya1899/darknet
Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)
Vidya1899/Kangaroo_dataset
Vidya1899/level-based-foraging
Vidya1899/Mask_RCNN
Mask R-CNN modified to run on TensorFlow 2
Vidya1899/pattern-recognition-and-computervision
CS 5330 Computer Vision
Vidya1899/Psychoanalysis-App
An automated graphology system, to analyze human psychology and learning disabilities using handwriting samples
Vidya1899/sqlalchemy
My Scratch Pad Repository for SQLAlchemy. Added some of my ML examples
Vidya1899/Telegram-alert-for-temperature-monitoring
The system finds when the temperature exceeds a particular threshold and the person concerned will be notified through Telegram.
Vidya1899/UFAnalysisCV
• Leveraged sequential LiDAR point cloud across 1800km, spherical view images & geolocation for analysis. • Implemented MRCNN, YOLO & performed Transfer Learning using MSCOCO for segmentation with 94% IOU. • Obtained 97.8% accuracy on point cloud clustering using DBSCAN, MeanShift, K-Means and PointNet
Vidya1899/lb-foraging
A multi-agent environment for RL
Vidya1899/SmartWalkingCane
A low cost and light weight system with microcontrollers that processes signal and alerts the visually impaired person over any obstacle, water or dark areas through haptic vibrators.
Vidya1899/TrafficManagement
The idea is to identify the stop time for vehicles in each lane of a junction. Based on the traffic densities in all the lanes meeting a junction, sort the densities using sort algorithms. After sorting, assign a uniform time interval for each lane to clear such that lanes with lowest density clears first. With further implementation with a camera, we can identify the densities through a live feed and make the whole system autonomous.
Vidya1899/Vidya1899
Vidya1899/vidyaganesh