ashutoshraj

Dynamic-Unet

This project is the implementation of Dynamic U-Net architecture on Caravan Mask Challenge Dataset. A state of the art technique that has won many Kaggle competitions and is widely used in industry. Image segmentation models allow us to precisely classify every part of an image, right down to pixel level.

SignatureRecognition

Signature Verification without using CNN

Brightness-Detection

This project is the Develop a generalized algorithm to detect the brightness of any image. Your algorithm should take an image as input and give a score between (0-10) as output (zero being low bright and 10 being high bright).

CameraSurveillance

Surveillance using BGR visual feed

insurance_dashboard

point-projection

It consumes point cloud and takes point projections along the specified plane such as XY, XZ, YZ.

aim

Aim — a super-easy way to record, search and compare AI experiments

Form-Character-Extraction

Extracting forms character without messing up the sequence.

ashutoshraj.github.io

cookiecutter-spacy-fastapi

Cookiecutter API for creating Custom Skills for Azure Search using Python and Docker

crime_analytics

Data-Science--Cheat-Sheet

Cheat Sheets

Deep-Learning-Model-Deployment-Using-Kubernetes

This workflow will help you for the deployment of your developed model on Kubernetes for scaling up your project.

fastai_dev

dev notebooks (for docs see http://docs.fast.ai and https://github.com/fastai/fastai)

Feature-Selective-Anchor-Free-Module-for-Single-Shot-Object-Detection

A PyTorch Implementation of Feature Selective Anchor-Free Module for Single-Shot Object Detection

flownet2-pytorch

Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

fsdl-text-recognizer-project

imagezmq

A set of Python classes that transport OpenCV images from one computer to another using PyZMQ messaging.

metabrite-receipt-tests

Generates CGI sample receipts for use in receipt scanning CV automated tests

NLPretext

All the goto functions you need to handle NLP use-cases, integrated in NLPretext

pyoptree

Python Implementation of Bertsimas's "Optimal classification trees".

python-concurrency

Code examples from my toptal engineering blog article

pyts

A Python package for time series classification

review_analysis

SlowFast

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

TensorFlow-LiveLessons

"Deep Learning with TensorFlow" LiveLessons

TextSegmentation

Top2Vec

Top2Vec learns jointly embedded topic, document and word vectors.

tsai

Time series Timeseries Deep Learning Pytorch fastai - State-of-the-art Deep Learning with Time Series and Sequences in Pytorch / fastai

udacity-nanodegrees

:mortar_board: List of Udacity Nanodegree programs with links to the free courses in their curricula