Divyam Sheth's repositories
6D_Pose
Implement 6D object pose estimation from keypoints
C-OF-Recog
Official implementation for paper "A Real-Time and Long-Term Face Tracking Method Using Convolutional Neural Network and Optical Flow for Internet of Things" using pytorch
clean-pvnet
Code for "PVNet: Pixel-wise Voting Network for 6DoF Pose Estimation" CVPR 2019 oral
Deep-Learning-in-Production
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
deep-visualization-toolbox
DeepVis Toolbox
differentiable_volumetric_rendering
This repository contains the code for the CVPR 2020 paper "Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision"
face-detection-js
Face Detection using TF.Js and blazeface
Face-Generation
Face Generator Project is a part of Udacity Deep Learning Nanodegree
IGR_with_phase_loss
Implicit Geometric Regularization for Learning Shapes
intel-image-classifier
We created a web application for classification of any number of images and one click retraining. We also provided a playground with all the tools to make your own model and train it. Also extending the scope of our model, we created an image captcha generator to verify bot intervention where all our verified images are provided by our pre-trained model. Also since most images in our dataset are collected by crowd sourcing we have implemented an MD5 hash algorithm based duplicate image remover to prevent overfitting by removing duplicate images
kjsce-hack-2019
We have trained our models using datasets on diseases like breast cancer, kidney problems,diabetes and pneumonia that gives a prediction based on an input using a conversational chatbot whether or not a patient is susceptible to that disease.
opencv
Open Source Computer Vision Library
PaddleOCR
Awesome OCR toolkits based on PaddlePaddle （『飞桨』8.6M超轻量中文OCR模型，支持训练部署全流程）
Sentiment-Analysis-Deployment-Udacity-Project
Deployed a sentiment analysis model using AWS (Amazon Web Services). Service used includes Amazon Sagemaker, AWS Lambda, and Amazon API Gateway
Social-Distancing-AI
Tool to moniter social distancing using CCTV feeds, videos. Can be used at public places and workplace.
Teams-Auto-Joiner
Python script to automatically join Microsoft Teams meetings.
Text-Detection-Model
Text Detection Model trained with Precision Score of 98% on Test Set of 200 images.
VirtualCam
Virtual camera is created only using opencv and numpy. It simulates a camera where we can control all its parameters, intrinsic and extrinsic to get a better understanding how each component in the camera projection matrix affects the final image of the object captured by the camera.