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nhzjxxn's Projects
colorheatmap_confusionmatrix
Plot Confusion Matrix in Colormap(Heatmap) Style
deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
deeplabv3-plus-pytorch
这是一个deeplabv3-plus-pytorch的源码，可以用于训练自己的模型。
guava-disease-detection
Guava fruits and leaf disease detection using deep learning. Model optimization is used for Edge AI.
hand_wrtten
手写数字识别问题解决
heart-failure-prediction-using-pytorch
Artificial Neural Network to predict whether a patient has Heart Disease based on 918 patient records with 11 input feature (Chest Pain type, Resting BP, Cholesterol, Resting ECG, Max HR, Exercise Angina, Old peak) nodes, 2 fully connected layers with 20 nodes each, using ReLu as Activation Function and Cross Entropy as Loss Function. The accuracy
hrnet-pytorch
这是一个hrnet-pytorch的库，可用于训练自己的语义分割数据集
mask-aware-iou
Official PyTorch Implementation of Mask-aware IoU and maYOLACT Detector [BMVC2021]
mask-rcnn-keras
这是一个mask-rcnn的库，可以用于训练自己的实例分割模型。
object-detection-augmentation
这里面存放了一些目标检测算法的数据增强方法。如mosaic、mixup。
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
pspnet-pytorch
这是一个pspnet-pytorch的源码，可以用于训练自己的模型。
rescan
Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining
swinir
SwinIR: Image Restoration Using Swin Transformer (official repository)
yolact
A simple, fully convolutional model for real-time instance segmentation.
yolov7-pytorch
这是一个yolov7的库，可以用于训练自己的数据集。
yolov7-segmentation
YOLOv7 Instance Segmentation using OpenCV and PyTorch
yolov7-tiny-pytorch
这是一个yolov7-tiny-pytorch的源码，可以用于训练自己的模型。
yolov8-pytorch
这是一个yolov8-pytorch的仓库，可以用于训练自己的数据集。
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