scumechanics

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

pykan

Kolmogorov Arnold Networks

yolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

street-fighter-ai

This is an AI agent for Street Fighter II Champion Edition.

GroundingDINO

Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"

notebooks

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

make-sense

Free to use online tool for labelling photos. https://makesense.ai

X-AnyLabeling

Effortless data labeling with AI support from Segment Anything and other awesome models.

rddc2020

road damage detection challenge 2020

yolov5

YOLOv5 in PyTorch > ONNX > CoreML > iOS

Research-on-Solving-Partial-Differential-Equations-of-Solid-Mechanics-Based-on-PINN

This is the code of my master thesis.

polygonzone

A web utility to draw polygons and retrieve their coordinates for computer vision applications.

3D-ConvNeuralNet-material-property-prediction

This repo includes the dataset/code of 3D Convolutional Neural Network for material property prediction

DeepSEM

A deep neural net approach to nanostructure analysis in scanning electron microscope (SEM) images.

LLDE

This is the code repo of our ICIP2023 work that proposes a novel approach to low-light image enhancement using the diffusion model (LLDE).

Visualize-Yolo-annotations

A simple tool that will help visualize bounding boxes in darknet/yolo format

Rheology_PINNs

Repository holding the physics informed machine learning codes to characterize unknown rheology of thermal greases

low-light-segmentation-with-mirnet-yolov8-segment-anything

Yolov8-ONNXRuntime

Mechanical_Vibrations

Analysis of 2D and 3D frame structure under seismic load.

RBF-Topology-Optimization

Topology-optimization

2ndOrder

Second order effects on natural vibration frequencies of structural systems

Impeller-stress-prediction

Calculate stress and natural frequency of centrifugal fan's impeller

2022-Project---Carotid-Artery-Screening-by-Wireless-Handheld-Ultrasound

vibrations-of-mindlin-plates

A collection of Python codes to find the natural frequencies of Reissner-Mindlin (thick) plates.

crack-quantification

an algorithm for detecting cracks and providing its width and angle

Anomaly_Detection

PINN-elastodynamics

physics-informed neural network for elastodynamics problem

PINN-elastodynamics

physics-informed neural network for elastodynamics problem