kong ning's repositories
An-Improved-Lightweight-YOLOv8-Model-for-Apple-Leaf-Disease-Detection
This study presents a lightweight algorithm for apple leaf disease detection, optimized for mobile and embedded devices. Enhancing YOLOv8n with GhostConv, C3Ghost, Global Attention Mechanism, and improved BiFPN, we achieve a 39.7% model size reduction to 3.8MB and an mAP@0.5 of 86.9%, outperforming YOLOv7-Tiny, YOLOv6, YOLOv5s, and YOLOv3-Tiny.
cGAN_YOLOv5
This repository is modified from https://github.com/thatbrguy/Dehaze-GAN for college final year project & research usage. Layers in generator and the activation function used in both generator and discriminator are changed.
CVPR2024-Papers-with-Code
CVPR 2024 论文和开源项目合集
ECCV2024-Papers-with-Code
ECCV 2024 论文和开源项目合集，同时欢迎各位大佬提交issue，分享ECCV 2024论文和开源项目
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_recognition
The world's simplest facial recognition api for Python and the command line
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
hnuahe_soeaie
Admissions Data Analysis
Improved-YOLOv8
In response to the problems of missed detection, false detection, and slow detection speed in surface defect detection of strip alloy material, this warehouse proposes an improved YOLOv8 based algorithm for surface defect detection of strip alloy material.
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)
Lightweight-Vehicle-Detection-Network-Based-on-Improved-YOLOv8
基于改进YOLOv8的轻量化车辆检测网络
ml_algo_in_depth
ML algorithms in depth
MSPANet
The official PyTorch implementation of our paper "Multi-scale spatial pyramid attention mechanism for image recognition: An effective approach".
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
nocturne
A data-driven, fast driving simulator for multi-agent coordination under partial observability.
pointless
An endless drawing canvas desktop app made with Tauri (Rust) and React 🎨 ✍️
rtl8821CU
Realtek RTL8811CU/RTL8821CU USB Wi-Fi adapter driver for Linux
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.
SwinOIR
A Framework for Real-time Object Detection and Image Restoration
v8
The Implementation of CGI24 paper: An Improved YOLOv8-Based Rice Pest and Disease Detection
WZU-machine-learning-course
温州大学《机器学习》课程资料（代码、课件等）
yolov8-with-focal_loss
Modify loss function of YOLOv8 model
yolov8_gold
Detecting Broken Glass Insulators for Automated UAV Power Line Inspection Based on an Improved YOLOv8 Model
YOLOv8n-SMALL-OBJECTS-DETECTION
Modify yolov8n's structure or functions to optimize its performance on small objections