Vishal Jain's repositories
convert2COCO
Scripts to convert different Datasets into nice COCO-styled JSON
energy_disaggregation_basic
Extract Energy consumption time-series for the Pool-Pump
maskrcnn-benchmark
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
retinanet_task
Training Retinanet on Udacity Self-driving Car dataset
amazon-sagemaker-notebook-instance-customization
Sample Scripts to Customize SageMaker Notebook Instance
awesome-ml-courses
Awesome free machine learning and AI courses with video lectures.
AWS_ML_WorkshopLabs
AWS Machine Learning Labs for use during workshops
Bjontegaard_metric
Bjontegaard metric calculation. Include BD-PSNR and BD-rate
computer-vision-basics-in-microsoft-excel
Computer Vision Basics in Microsoft Excel (using just formulas)
cs-video-courses
List of Computer Science courses with video lectures.
d2l-en
Interactive deep learning book with code, math, and discussions. Available in multi-frameworks.
DeepLearningExamples
Deep Learning Examples
en.javascript.info
Modern JavaScript Tutorial
ffmpeg-encoding-course
An introduction to FFmpeg and its tools
logicmojo
Assignments and contest solution of logicmojo
MCMC
Implementation of Markov Chain Monte Carlo in Python from scratch
ml_deploy
Scripts to deploy various ML models in various ways on various platforms
python-guide
Python best practices guidebook, written for humans.
python-patterns
A collection of design patterns/idioms in Python
sewar
All image quality metrics you need in one package.
spinningup
An educational resource to help anyone learn deep reinforcement learning.
The-C-20-Masterclass-Source-Code
Source code for the C++ 20 Masterclass on udemy
Transformer-Neural-Network
Code Transformer neural network components piece by piece
Video-Tutorial-CVPR2020
A Comprehensive Tutorial on Video Modeling
YOLOv3-in-PyTorch
YOLOv3 in PyTorch with training and inference module implemented.