Shreyas Somashekar's Projects
A deconvolutional network in caffe
This repo is just to practice Django and Django rest framework
Classifying hand pose with keypoints.
DevOps Tutorials
(229 / 280) [δΈζ|English] Solutions and notes of LEETCODE using C++/Java/Python/Sql/Shell Script.
Cross-platform, customizable ML solutions for live and streaming media.
Introduces an approach for object detection in an image with sliding window. The repository contains three files, make_data.py reads the image in gray scale and converts the image into a numpy array. The labels are also appended based on the file name. In this case, if the file name starts with "trn", then 1 is appended else 0. Finally, all the images and labels are saved into .npy file. The test-model-1.py file loads the images and converts the labels into two categories as we are doing binary classification of images. The model is built using keras with theano as backend. In this case, the best training accuracy was 80% since the data was just 500 images and the testing accuracy was 67%
Advanced computer vision
Source code for profiles REST API course
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
Config files for my GitHub profile.
Deploying streamlit app with heroku
This repo is to test and deploy a demo streamlit application
All course materials for the Zero to Mastery Deep Learning with TensorFlow course.
This repository contains references for implementing tensorflow for various machine learning and deep learning algorithms
Resources to prepare for the Tensorflow developer certification exam
Materials for TF - Exam
A YOLOv3 model in caffe