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本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

cfnet icon cfnet

CFNet: Cascade and Fused Cost Volume for Robust Stereo Matching(CVPR2021)

cfpnet icon cfpnet

A pytorch-based real-time segmentation model for autonomous driving

d2l-zh icon d2l-zh

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被60多个国家的400多所大学用于教学。

deeplearning-500-questions icon 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[email protected] 版权所有,违权必究 Tan 2018.06

mfds-detr icon mfds-detr

[CIBM] Accurate Leukocyte Detection Based on Deformable-DETR and Multi-Level Feature Fusion for Aiding Diagnosis of Blood Diseases

msnet-m2snet icon msnet-m2snet

(MICCAI 2021) Automatic Polyp Segmentation via Multi-scale Subtraction Network

pycinrad icon pycinrad

Decode CINRAD (China New Generation Weather Radar) data and visualize.

pytorch-handbook-6.29- icon pytorch-handbook-6.29-

pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行

safa- icon safa-

WACV2024 - Scale-Adaptive Feature Aggregation for Efficient Space-Time Video Super-Resolution

smt icon smt

This is an official implementation for "Scale-Aware Modulation Meet Transformer".

torch-template-for-deep-learning icon torch-template-for-deep-learning

Pytorch Implementations of large number classical backbone CNNs, data enhancement, torch loss, attention, visualization and some common algorithms.

tuning_playbook icon tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

vgg icon vgg

The intelligent fault diagnosis of HNU IDG

vit-pytorch icon vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

x-transformers icon x-transformers

A simple but complete full-attention transformer with a set of promising experimental features from various papers

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