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ai_demos

source code of https://www.12-technology.com/

animegan_android

Android TF-lite App

awesome-latex-drawing

Drawing Bayesian networks, graphical models, tensors, and technical frameworks and illustrations in LaTeX.

cavity-pinn

A Physics Informed Neural Network to Solve a Classical Fluid Flow Problem of a Lid Driven Square Cavity

concrete-compressive-strength-prediction

Concrete compressive strength prediction with machine learning using the R Caret package.

crack-segmentation

SUT-Crack segmentation U-Net

cssr

Crack Segmentation for Low-Resolution Images using Joint Learning with Super-Resolution (CSSR) was accepted to international conference on MVA2021 (oral), and selected for the Best Practical Paper Award.

endoscopic-colorectal-polyp-detection-based-on-improved-yolov8

This repository includes Endoscopic colorectal polyp detection based on improved YOLOv8. We employ deformable Conv V2 and EMA modules to improve the YOLOv8 model, further achieving a significant performance improvement while maintaining the detection speed.

face-expression-recognition-for-remote-classroom-concentration-detection

一個基於Python的人臉表情影像辨識深度學習，原理則是將原本的七個表情，轉化為上課程度的表現，並可以實現即時串流。 A deep learning of facial expression image recognition based on python, the principle is to convert the original seven expressions into a class-level performance, and real-time streaming can be realized.

fracture_detection_improved_yolov8

YOLOv8-AM: YOLOv8 with Attention Mechanisms for Pediatric Wrist Fracture Detection

gd-yolov8

Lightweight Rail Surface Defect Detection Algorithm Based on an Improved YOLOv8

hivisionidphotos

😎Hivision IDphoto production algorithm, a lightweight, efficient intelligent matting, face detection, size cutting comprehensive program. It uses a set of perfect model workflow, to achieve a variety of user photo scene identification.

hyperlpr

基于深度学习高性能中文车牌识别 High Performance Chinese License Plate Recognition Framework.

idm-activation-script

IDM Activation & Trail Reset Script

improved-v8

Improved-YOLOv8

improved-yolov8

improved-yolov8s

The baseline YOLOv8s model has been improved with the integration of Global Attention Mechanism (GAM), Modified Neck, and Wise Intersection over Union (WIoUv3)

improved-yolov8s-underwater-fish-target-detection-by-fusing-deformable-convolutions

latex-cookbook

LaTeX论文写作教程 (中文版)

lightweight-vehicle-detection-network-based-on-improved-yolov8

基于改进YOLOv8的轻量化车辆检测网络

machine-learning-models-for-topology-optimization

neu-det-with-yolov8

The dataset I am using is NEU-DET, which uses yolov8 and its improved models (including Coordinate Attention and Swin Transformer) for defect detection

neural-compressor

Intel® Neural Compressor (formerly known as Intel® Low Precision Optimization Tool), targeting to provide unified APIs for network compression technologies, such as low precision quantization, sparsity, pruning, knowledge distillation, across different deep learning frameworks to pursue optimal inference performance.

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.

objectdetection_script

一些关于目标检测的脚本的改进思路代码，详细请看readme.md

pinns_for_comp_mech

Implementation of Physics-Informed Neural Networks for Computational Mechanics based on the DeepXDE package.

prediciting-wine-quality-classification

The dataset encompasses various physicochemical properties of different wines alongside their quality ratings. Binary classification is used to classified between low quality and high quality by separating it based on above 7 quality as high quality and vice versa. Then, a multiclass classification will be performed to classify each classes

prediction-of-cement-compressive-strength-using-stacked-ensemble-modelling

Multiple models with different levels of complexity were attempted.

pykan

Kolmogorov Arnold Networks

sciann-applications

A place to share problems solved with SciANN