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Yawen Guo's Projects

captainblackboard icon captainblackboard

船长关于机器学习、计算机视觉和工程技术的总结和分享

clip icon clip

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

enfaceoct-stitching icon enfaceoct-stitching

The repository is to auto stitching ROTA macular and ROTA Optic images automatically.

gpt-neo icon gpt-neo

An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.

mae icon mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

mnet_deepcdr icon mnet_deepcdr

Code for TMI 2018 "Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation"

moco icon moco

A PyTorch implementation of MoCo based on CVPR 2020 paper "Momentum Contrast for Unsupervised Visual Representation Learning"

oct_ddpm icon oct_ddpm

Application of Diffusion Probablistic Model for unsupervised OCT denoising

opticdiscyolov7 icon opticdiscyolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

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