Zihan Cheng's repositories
BEVFusion-ROS-TensorRT
BEVFusion-ROS-TensorRT-CPP real time inference including ros1 & ros2.
awesome-defect-detection
defect detection algorithm
autopilot-perception
End to End Autopilot Perception Playbook
industrial-surface-inspection-datasets
Datasets for industrial surface-inspection
pytorch-segmentation
:art: Semantic segmentation models, datasets and losses implemented in PyTorch.
drawio-desktop
Official electron build of diagrams.net
deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
Real-ESRGAN
Real-ESRGAN aims at developing Practical Algorithms for General Image Restoration.
Machine-Learning-Collection
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
StyleCariGAN
Official implementation of "StyleCariGAN: Caricature Generation via StyleGAN Feature Map Modulation" (SIGGRAPH 2021)
DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
book
Book PDF
FCOS
FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)
Lhy_Machine_Learning
李宏毅2021春季机器学习课程课件及作业
elpv-dataset
A dataset of functional and defective solar cells extracted from EL images of solar modules
crack_segmentation
This repository contains code and dataset for the task crack segmentation using two architectures UNet_VGG16, UNet_Resnet and DenseNet-Tiramusu
daily-paper-computer-vision
记录每天整理的计算机视觉/深度学习/机器学习相关方向的论文
Focal-Loss-Pytorch
全中文注释.(The loss function of retinanet based on pytorch).(You can use it on one-stage detection task or classifical task, to solve data imbalance influence).用于one-stage目标检测算法,提升检测效果.你也可以在分类任务中使用该损失函数,解决数据不平衡问题.
ResUnet
Pytorch implementation of ResUnet and ResUnet ++
metal-defect-detection
Detection and Segmentation of Manufacturing Defects with Convolutional Neural Networks and Transfer Learning
conv_arithmetic
A technical report on convolution arithmetic in the context of deep learning
Saliency-detection-toolbox
This is a Saliency detection toolbox Specially designed for surface defect detection.
panorama-image-stitching
Automatically stiching several individual images to generate a panorama image. Writing from scratch in C++.