A collection of loss functions for medical image segmentation

This repo contains the code for converting an RGB mask into a onehot encoded mask or a single channel grayscale mask, which can be easily used for multiclass segmentation.

Blogs on Machine Learning and Deep learning

Keras implementation of a CNN network for age and gender estimation

[DEPRECATED] Repo for exploring multi-task learning approaches to learning sentence representations

All the code files related to the deep learning course from PadhAI

Interpretable Machine Learning with Python, published by Packt

Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.

A Hyperparameter Tuning Library for Keras

Convolutional Neural Networks to predict the aesthetic and technical quality of images.

A curated list of awesome computer vision resources

3D pose estimation of an RGB-D camera using the least squares technique

Training and Detecting Objects with YOLO3

Learning OpenCV 4 Computer Vision with Python 3 – Third Edition, published by Packt

Final project for EECE-5698 Robot sensing and navgation.

This repository consists the entire solution code for the course SLAM - by Claus Brenner. All solutions have been written in Python 3. You can find the video tutorials on YouTube.

This project has implementations of various SLAM algorithms runnig on ROS Melodic

In this repository, I have worked out on the Large Movie Review Dataset for the Sentiment Analysis of Text. I have Implemented the CNN, RNN and LSTM to predict the Sentiment of the Text Data.

Data Visualization for Infant mortality data set by WHO and World bank using Tableau

Different exercises and assignments on text mining and analytics using python nltk, gensim, sklearn

Analysis of SQL Leetcode and classic interview questions. Common pitfalls, anti-patterns and handy tricks are discussed. Sample databases are provided.

Winners of the TissueNet: Detect Lesions in Cervical Biopsies competition

Build tensorflow keras model pipelines in a single line of code. Now with mlflow tracking. Created by Ram Seshadri. Collaborators welcome. Permission granted upon request.

Open source lung ultrasound (LUS) data collection initiative for COVID-19.

Tensorflow Faster RCNN for Object Detection

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

A basic RCNN implemented in Keras to detect license plates in images!

OpenMMLab Detection Toolbox and Benchmark