Title: Ritvik Pandey
Mail addresses
//ritvik.pandey03@gmail.com
Domain: ritvik03.github.io
Links:
| Ritvik Pandey | https://ritvik03.github.io |
| https://www.facebook.com/ritvik.pandey.03 | |
| https://www.linkedin.com/in/ritvik-pandey-03/ | |
| https://github.com/ritvik03 | |
| https://www.twitter.com | |
| https://ritvik03.github.io | |
| Resume | https://ritvik03.github.io/resume.pdf |
| Hybrid Navigation Tech Developed a hybrid navigation technology for indoor/outdoor use for delivery and mapping using sensor flexible SLAM implemented over AirSim simulation Github | https://github.com/ritvik03/Hybrid_Navigation_Tech |
| Pix2Flows A Physics-informed Generative Adversarial Network (GAN) solution for approximating Reynolds Average Navier Stokes simulations around custom objects in a channel flow. This method provides a speed booast of upto 1300 times and a stoage advantage of 600 times to conventional approach Github | https://github.com/ritvik03/Pix2Flows |
| 3D-ShapeGAN Tensorflow implimentation of paper "Shape Generation using Spatially Partitioned Point Clouds" Github | https://github.com/ritvik03/ShapeGAN-Tensorflow |
| DeepFoil Computational Fluid Dynamics is a resource intensive solution to Fluid Dynamics problems while also generating enormous amounts of data. This amount of data could come handy at training Machine Learning models to either speed up or converge at approximate solutions quicker. Github | https://github.com/ritvik03/DeepFoil |
| Planogram Detection The problem of manual counting and shelf keeping in large and small warehouses/ store-shelves is solved using Computer Vision for monitoring, localizing system and stock accounting Github | https://github.com/ritvik03/Planogram-Detection |
| DeepSteadyFlows A Convolutional Neural Network (CNN) based Autoencoder model that efficiently approximates solutions for the problem of non-uniform steady laminar flows. The proposed model is able to learn complete solutions of the Navier-Stokes equations, for both velocity and pressure fields, directly from ground-truth data generated using a state-of-the-art CFD solvers Github | https://github.com/ritvik03/DeepSteadyFlows |
| DermaMentors: AI based skin prognosis Early skin disease detection is one of the most crucial and ignored aspect in majority of developing countries. This could be solved by using medical data to train Convolution Neural Network (CNN) followed by a business plan to acquire more data and expanding the existing userbase while still keeping the startup profitable Github | https://github.com/ritvik03/DermaMentors |
| Sales Beat Plan Any door-to-door delivery service have several contraints like maximum distance travelled, time taken, minimum revenue of the day and also has some optimization parameters like total profit, fuel prices. It is often not beneficial to cover all locations. This project aims to solve multi-route multi-vehicle optimization problem using genetic algorithm and geo-location based clustering. Github | https://github.com/ritvik03/Sales-Beat-Plan |
| 3D Reconstruction | Stereovision Current stereovision tech to be as good in recreating the 3D point-cloud as any LIDAR sensor. This has also been stated by Elon Musk on being asked why Tesla card don't rely on LIDAR sensors. This projects aimed at implementing the idea of obtaining 3D point cloud of surrounding using stereovision using computer vision libraries Github | https://github.com/ritvik03/3D-Reconstruction |
| Beer Detection Beer bottles and can counting and detection pipeline for AbInBev Maverick Challenge. Yolov3 is used for Beer Bottle detection and Content Based Image Retrieval is used to maintain the count. Github | https://github.com/ritvik03/AbInBev-Mavrick |
| hEleven Intelligent android time scheduling app based on min-max algorithm to optimise the output given instantaneous progress and task weightage. This app is aimed for 11th hour achievers who want to maximize their productivity in least amount of time. The app gives priority wise daily schedule of target task completion and the maximum time to be alloted to each task. All in all, the aim is to ramp up the productivity even if all tasks could not be completed Github | https://github.com/ritvik03/hEleven |
| Baby I'm a Firefighter PyGame based 2D firefighter game with customizable maps to to test and train preparedness towards any fire hazard in known spaces Github | https://github.com/ritvik03/Baby-I-am-A-Fighterfighter |
| Active Learning for Object Detection Active Learning reduces the manual labour of labelling the all of data by selectively chosing a small subset of most diverse data to be labelled relying on self evaluation metrics. This helps in achieving close to fully labelled accuracies with as less as half of total data labelled Github | https://github.com/ritvik03/Active-Learning |
| Image Stitcher Digital Image Stitching project to empass the details of multiple zoomed image and the overview presented by their aggregate larger image for microscopic usage. Same codebase also serves the planar panaromic stitcher for camera applications Github | https://github.com/ritvik03/Image-Stitching |
| Age-Gender Classifier Deep Convolution Neural Network based age and gender classifer from facial images trained over IMDB-Wiki and indian image datasets over Caffe framework Github | https://github.com/ritvik03/Age-Gender_Prediction |
| Bridge detection Algorithm for bridge and watershed detection from SAR Satellite Imaging to design early warning system for flood and tsumani catchment area for coastal and basin areas Github | https://github.com/ritvik03/Bridge-Detection |
| Sperm Motality Inspection Computer Vision based microscopic video analysis tool to inspect sperm health and motality for IVF treatment. It uses OpenCV's motion tracker module and cluster detection algorithm to rate sample on metric of motality Github | https://github.com/ritvik03/Motion-Tracking |
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