Pinned Repositories
AIinRobotics2024W
ARAS_DeepLearning_FW
ARAS-Farabi Experimental Framework for Skill Assessment in Capsulorhexis Surgery: The ARAS-Farabi Framework is designed to facilitate research in the area of skill assessment for Capsulorhexis surgery. This framework utilizes deep learning techniques for real-time performance in detecting and tracking the capsulorhexis cystotome and pupil.
Automated_Diagnosis_of_Pneumonia_from_Classification_of-Chest_XRay_Images_using_EfficientNet
Automated Diagnosis of Pneumonia from Classification of Chest X-Ray Images using EfficientNet
Awesome_Video-guided_Surgery
Awesome Image-guided Surgery
DeepLearning2022
Welcome to Deep Learning 2022! This repository serves as a central hub for various deep learning projects created throughout the year. Explore the table below to dive into each project and discover the innovations and techniques used in deep learning research and applications.
emoji
Make emojis for slack using AI
Extractive_Question_Answering
Extractive Question Answering System
Image_Captioning
Image Captioning
Intent_Classification
Intent Classification
MachineLearning2024W
Welcome to the official GitHub repository for the "Machine Learning" course 2024! In this course, we explore the fascinating world of machine learning, diving deep into the algorithms, techniques, and tools that enable computers to learn from data and make intelligent decisions.
MJAHMADEE's Repositories
MJAHMADEE/ActivityTrackingWithSensorFusion
I wrote my dissertation for my Computer Science degree on whether the accuracy of GPS tracking for sports activities (running, cycling, walking) could be improved using additional sensors found in a smartphone. Initially, I implemented a Kalman Filter to fuse the readings of each sensor, this was written in python and used popular libraries like NumPy. I then researched and taught myself the theory behind Recurrent Neural Networks (RNNs) in order to implement them using tensorflow and keras. This project was supported by the Oracle Innovation Accelerator program, who generously gave me access to a cloud compute instance.
MJAHMADEE/A-journey-into-Convolutional-Neural-Network-visualization-
A journey into Convolutional Neural Network visualization
MJAHMADEE/ARASFarabiCataractSurgery
MJAHMADEE/AutonomousVehicles
MJAHMADEE/Clustering-CNN-Features
[WIP] Clustering similar video frames using CNN features
MJAHMADEE/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
MJAHMADEE/DeepEventMine
DeepEventMine: End-to-end Neural Nested Event Extraction from Biomedical Texts
MJAHMADEE/DeepFFT
FFT PyTorch 0.3 GPU implementation & experiments with DeepFFT model in Video Action Recognition and VM Classification
MJAHMADEE/EPIC-Skills2018
MJAHMADEE/GraphTSNE
PyTorch Implementation of GraphTSNE, ICLR’19
MJAHMADEE/IIoT
MJAHMADEE/IndoorPositioning
Indoor location-based control system estimates the indoor position of robots.
MJAHMADEE/LSTM_fault_detection
MJAHMADEE/MJAHMADEE.IR
My Website
MJAHMADEE/MotorController
MJAHMADEE/mpc-DL-controller
Deep Neural Network architecture as a predictive optimal controller for {HVAC+Solar cell + battery} disturbance afflicted system vs classic Model Predictive Control
MJAHMADEE/Non-Local-NN-Pytorch
PyTorch implementation of Non-Local Neural Networks (https://arxiv.org/pdf/1711.07971.pdf)
MJAHMADEE/Novel-Surgical-Skill-Assessment
Code and annotation for the paper "Towards Accurate and Interpretable Surgical Skill Assessment: A Video-Based Method Incorporating Recognized Surgical Gestures and Skill Levels" accpeted for MICCAI 2020
MJAHMADEE/OpenCV-Research-Benchmarking
This repository is for code regarding my research paper: Benchmarking single object tracking algorithms in OpenCV
MJAHMADEE/SIM-MODEL-OF-HPP
Simulation Model of Hydro Power Plant
MJAHMADEE/SmartFarm
MJAHMADEE/Style-Transfer-Colab
Google Colab Notebook for Image and Video Style Transfer Using TensorFlow
MJAHMADEE/surgeon-skill-vizualization
Visualizing JIGSAWS dataset & predicting expert paths for novice surgeons
MJAHMADEE/surgicalSkillAssessment
MJAHMADEE/Telerobotic_Surgery_System
Adaptive control of a telerobotic surgery system interacting with non-passive soft tissues.
MJAHMADEE/temporal-segment-networks
Code & Models for Temporal Segment Networks (TSN) in ECCV 2016
MJAHMADEE/tsn-pytorch
Temporal Segment Networks (TSN) in PyTorch
MJAHMADEE/UWB-Node
Local Positioning System Development Kit, use STM32F411C + MPU9250 + LPS22HB + DWM1000
MJAHMADEE/video_feature_extractor
Easy to use video deep features extractor
MJAHMADEE/DeepVideoDeblurring
TensorFlow implementation of DeepVideoDeblurring.