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westnight's Projects

basicsr icon basicsr

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

caffe-model icon caffe-model

Caffe models (imagenet pretrain) and prototxt generator scripts for inception_v3 \ inception_v4 \ inception_resnet \ fractalnet \ resnext

centernet icon centernet

Object detection, 3D detection, and pose estimation using center point detection:

dorn_depth_estimation icon dorn_depth_estimation

Deep Ordinal Regression Network for Monocular Depth Estimation.(在PyTorch上实现CVPR2018论文,深度估计排名第一)

efficientnets-pytorch icon efficientnets-pytorch

A PyTorch implementation of " EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks."

fire-detect-yolov4 icon fire-detect-yolov4

fire-smoke-detection-dataset and fire-detection-yolov4-5 (with xml annotations),火灾检测,烟雾检测

fpn icon fpn

Feature Pyramid Networks for Object Detection

ghostnet icon ghostnet

[CVPR2020] Surpassing MobileNetV3: "GhostNet: More Features from Cheap Operations"

ibn-net icon ibn-net

Instance-Batch Normalization Networks (ECCV2018)

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