Akhilesh64

ResUnet-a

Implementation of the paper "ResUNet-a: a deep learning framework for semantic segmentation of remotely sensed data" in TensorFlow.

Image-Segmentation-U-2-Net

Implementation of the paper "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection" in TensorFlow.

Android-Malware-Detection

Detection of Android Malware based on system calls using Support Vector Machines.

Image-Classification-using-SIFT

Classification of Images using Support Vector Machines and Feature Extraction using SIFT.

FgSegNet_v2

My additions to the state of the art foreground extraction method by Long Ang LIM and Hacer YALIM KELES. The original paper can be found at the link below.

Land-Cover-Classification

Classification of land based on land cover data.

Image-Processing

Implementation of various image processing methods from scratch in python.

Change-Detection-UNet

Implementation of U-Net architecture from scratch in keras for change detection.

Object-Detection-Caltech101

Object Detection and Bounding Box regression using Caltech101 dataset.

Arista-Networks-Internship

Cloth-Segmentation

Cloth type segmentation using autoencoder network in TensorFlow.

Data-Analysis-Bootcamp

My assignments for the Data Analysis with Python Bootcamp.

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deep-text-recognition-benchmark

Text recognition (optical character recognition) with deep learning methods.

EasyOCR

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

Florum-Ipsum-DCGAN

Implementation of DCGAN for the generation of flowers.

Image-Super-Resolution

Implementation of Super Resolution CNN in Keras.

leaves

Image processing for contour detection and classification of leaves into old and new leaves.

Optical-Character-Recognition

A basic OCR script based on tesseract for python which extracts text from images and uses OpenCV.

PaddleOCR

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

Social-Distancing-MobileNet-SSD

Social Distancing Monitor implemented using MobileNet SSD_v2.

Speech-Recognition

Speech Recognition using python's speech recognition library and Google's Speech to Text API.

Tensorflow

My ongoing work and learning on tensorflow.

TensorFlow-Tutorials

TensorFlow Tutorials with YouTube Videos

unilm

UniLM - Unified Language Model Pre-training / Pre-training for NLP and Beyond

ZyPHER

A home security device based on IoT made using Raspberry Pi 3B+, which captures the image and video of the intruder and notifies the owner/s via email.