javad-sheikh Goto Github PK

academic-homepage

ai4arcticseaicechallenge

ai4seaice

android_iot

Android controller with custom module

asip-v1

Code for ASIP project publication, Dec. 2019.

card-reader

Iranian credit card reader

cnn_encoder_decoder

A CNN encoder decoder for semantic segmentation

convlstm-surgical-tool-tracker

This repo contains an implementation code for the weakly supervised surgical tool tracker. In this research, the temporal dependency in surgical video data is modeled using a convolutional LSTM which is trained only on image level labels to detect, localize and track surgical instruments.

coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

edge-detection_hough-transforms

Use OpenCV to do Edge Detection, detect lines and circles using Hough Transformation, and finding contours in images.

from-0-to-research-scientist-resources-guide

Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

fuzzy-predictive-controller

Fuzzy predictive controller for chaotic flows based on continuous signals Implementaion

generate-cats-dogs

A GAN network for generating cats and dogs

greedy-layer-pruning

Greedy layer pruning for transformer models.

image-matching

Extracting Keypoints and descriptors using SIFT, SURF, BRIEF, and FREAK and then matching them using Least Median or RANSAC

javad-sheikh

javad-sheikh.github.io

lstm_deutsch_to_english

Train a Long short term memory network to translate German text to English

miniprojects

my-curriculum-vitae

My Curriculum Vitae

nab

The Numenta Anomaly Benchmark

noises-filters-and-histogram-equalization-opencv

First Computer Vision Homework on different noised and filters and histogram equalization effect

optical-flow-and-background-subtraction

Examining Farneback and lucas-Kanade optical flows also testing MOG, MOG2, and GMG background subtraction approaches

plotneuralnet

Latex code for making neural networks diagrams

precipitation-nowcasting

pytorch implemention of ConvLSTM and trajGRU.

recurrent_networks

Trying out different recurrent networks on Tehran Stock Exchange datas

retinopathy

Retinopathy detection using Tensorflow and android application

sea_ice_segmentation

Code for the paper 'Supplementing remote sensing of ice: Deep learning-based image segmentation system for automatic detection and localization of sea ice formations from close-range optical images'

sentinel-1-preprocessing-using-snappy

Sentinel-1 image pre-processing using snappy.

sentinelhub-scripts

A repository of custom scripts to be used with Sentinel Hub