surya_alla's Projects
Generated artistic images using Neural Style Transfer Algorithm
Analysis of Point Net Architecture
AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty
OpenCV implementation of background subtraction/foreground detection in Python
Balance a ball on inclined plane using PID controller • Designed and simulated a PID controller on the PWM signal of the servomotor in MATLAB. • Written control algorithm in embedded C, implemented on Atmega128 microcontroller running on FreeRTOS.
Hobby
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
Udacity Nano C ++
A "Hello World!" application using C++ with CMake
The final project for the Udacity C++ Nanodegree Concurrency course
Student repository for the CppND OOP course project
Computerized Tomography (CT) Imaging ..... Medical way of ``Looking inside a patients body‘‘ without cutting it open
Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set (CVPRW 2019). A PyTorch implementation.
Code to deploy ML model as an Android App
Implementation of "Efficient Globally Optimal 2D-to-3D Deformable Shape Matching" (Lähner, Rodola, Schmidt, Bronstein and Cremers, 2016)
Fingerprint spoof detection system using SVM
vertex-wise Gaussian curvature of a 3D triangular mesh using Python
Image impainting
Learn OpenCV : C++ and Python Examples
Cross-platform, customizable ML solutions for live and streaming media.
Neural Networks and Deep Learning by DeepLearning.AI and Andrew NG
Pedestrian detection in images
• Developed homing, picking and placing behaviours by implementing inverse kinematic equations in MATLAB. • Built a PID controller, that is fed by rotational encoders and touch sensors, for velocity and position control.
PointNet implementation on Windows (pyTorch version, most of codes are brorrowed from Fxia22)