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wangzhenlin123's Projects

pytorch-segmentation-multi-models icon pytorch-segmentation-multi-models

Pytorch implementation for Semantic Segmentation with multi models (Deeplabv3, Deeplabv3_plus, PSPNet, UNet, UNet_AutoEncoder, UNet_nested, R2AttUNet, AttentionUNet, RecurrentUNet,, SEGNet, CENet, DsenseASPP, RefineNet, RDFNet)

r-centernet icon r-centernet

detector for rotated-object based on CenterNet/基于CenterNet的旋转目标检测

r2_unet icon r2_unet

Concise version of the modified version of the R2_UNET code model for portrait or hair segmentation matting

regmnist icon regmnist

https://medium.com/@sarathchandra.knv31/deep-learning-based-2d-deformable-image-registration-with-mnist-2db3b6ee1426

retina_unet icon retina_unet

使用tensorflow2实现unet, 完成眼底血管分割任务.

retinanet-tensorrt icon retinanet-tensorrt

Standalone TensorRT python inference API for https://github.com/NVIDIA/retinanet-examples

seep-detection icon seep-detection

The model I built was an Auto-Encoder inspired by the architecture of UNet3D model. It was different to the UNet3D in three main aspects: the depth was not as deep; the architecture did not utilise skip connections; and lastly, the model worked around a single channel input rather than a 3-channel RGB input.

solov2-tensorrt icon solov2-tensorrt

SOLOv2 deployed with TensorRT(C++)【不需要libtorch,纯C++ TensorRT部署SOLOv2,可快速移植至NX/TX2.】

tenginekit icon tenginekit

TengineKit - Free, Fast, Easy, Real-Time Face Detection & Face Landmarks & Face Attributes & Hand Detection & Hand Landmarks & Body Detection & Body Landmarks & Iris Landmarks & Yolov5 SDK On Mobile.

tensorrt icon tensorrt

TensorRT-7 Network Lib 包括常用目标检测、关键点检测、人脸检测、OCR等 可训练自己数据

tensorrt-cpp-psenet icon tensorrt-cpp-psenet

TensorRT CPP api implement of PSENet (https://github.com/liuheng92/tensorflow_PSENet)

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