Mrinal Walia's repositories
Document-Scanner-Using-OpenCV-Python
• In this project, you will learn how to extract email and phone number from a business card or any document and save the output in a JSON file. • Initially we need to resize the images so OpenCV can handle it and then the following steps are applied-detecting the edges, finding contours, applying perspective transform to get top-down view, using pytesseract to extract text and then finally using regex expressions to identify only email and phone number.
Detecting-Natural-Diasters-with-Keras-and-Deep-Learning-Kaggle
In this project we detect natural disaster in video and photo.
License-Plate-detector-using-OpenCV
License Plate EXtractor is a software which extract vehicles license plates. No neural networks, SVM, or other sophisticated algorithms are involved.
Why-is-my-validation-loss-lower-than-my-training-loss-
In this project i will tell you hee three primary reasons your validation loss may be lower than your training loss when training your own custom deep neural networks.
Analyzing-R-users-Worldwide-2019
Stackoverflow recently released the anonymized results of their 2019 annual developer survey. The goal of this project is to analyse various trends for R users .
code-samples
Code and script samples to be used via the Nutanix Developer Portal (https://developer.nutanix.com)
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
dtplyr
Data table backend for dplyr
face_recognition
The world's simplest facial recognition api for Python and the command line
facial_landmarks
Facial landmarks detection with dlib, OpenCV, and Python
hub
A command-line tool that makes git easier to use with GitHub.
Image-Caption-Generator-Using-Computer-Vision
Image caption generator is a task that involves computer vision and natural language processing concepts to recognize the context of an image and describe them in a natural language like English
industry-machine-learning
A curated list of applied machine learning and data science notebooks and libraries across different industries.
JAVA-LAB-PROGRAMS
All the lab programs we have in our java lab goes into this Repository.
Keras-Mask-R-CNN
In this project we use Keras and Mask R-CNN to perform instance segmentation
libvips
A fast image processing library with low memory needs.
LIDAR_CNN_classification_pointnet
It will classify Lidar point using pointnet CNN model build in keras
ludwig
Ludwig is a toolbox built on top of TensorFlow that allows to train and test deep learning models without the need to write code.
mmdetection_object_detection_demo
How to train an object detection model with mmdetection
models
Models and examples built with TensorFlow
nni
An open source AutoML toolkit for neural architecture search and hyper-parameter tuning.
papers-we-love
Papers from the computer science community to read and discuss.
raccoon_dataset
The dataset is used to train my own raccoon detector and I blogged about it on Medium
Sign-Language
A very simple CNN project.
Tesseract---OCR
Tesseract is an open source text recognizer (OCR) Engine using which we can extract printed text from images. It supports a wide variety of languages
tpu
Reference models and tools for Cloud TPUs.
url-shortener-ui
Training starter material for students. It contains the UI for the URL Shortener I created for the my college (DSCE) and now I'm using the same in the workshops I conduct in MIL @DSCE