Mohammad Javad Ahmadi's Projects
Building 5-DOF robot arm from designing and 3D printing of components to assembling and initial tests.
A journey into Convolutional Neural Network visualization
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.
Adaline and Madaline Network
Python implementation of an Adaptive neuro fuzzy inference system
ANFIS with Gradient decendent and LSE approximation.
CLIP + FFT/DWT/RGB = text to image/video
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.
Auto-Encoders for Classification
Automated Diagnosis of Pneumonia from Classification of Chest X-Ray Images using EfficientNet
Automatic Video Preprocess
A curated list of awesome computer vision resources
A curated list of resources for Image and Video Deblurring
Papers of ComputerVision x Surgery
A curated list of awesome temporal action segmentation resources.
A curated list of recent diffusion models for video generation, editing, restoration, understanding, etc.
Awesome Image-guided Surgery
[CVPR 2023] πBAD-NeRF: Bundle Adjusted Deblur Neural Radiance Fields
this is a demo
Classification of spondylodiscitidis vs metastasis in the spine using Neural Networks
Blur Detection Web App with OpenCV and Flask
[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box
EPIC-Kitchens-100 Action Recognition baselines: TSN, TRN, TSM
PyTorch implementation of Conditional Deep Convolutional Generative Adversarial Networks (cDCGAN)