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adaptively-parametric-relu-pytorch

An unofficial implementation of （Adaptively Parametric Rectifier Linear Unit，APReLU）.

asm_pytorch

An unofficial PyTorch implementation of ASM: Adversarial Structure Matching for Structured Prediction Tasks in CVPR2019.

cm-erase-reg

Code for CVPR 19 Paper "Improving Referring Expression Grounding with Cross-modal Attention-guided Erasing"

conformer

Official code for Conformer: Local Features Coupling Global Representations for Visual Recognition

dbscan_python

用python实现的DBSCAN聚类(一种基于密度的聚类算法)，并且将分布打印在二维平面

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

fidtm

Focal Inverse Distance Transform Maps for Crowd Localization and Counting in Dense Crowd

maxout-pytorch

Here is the implementation of Maxout Layer from paper: https://arxiv.org/pdf/1302.4389.pdf in PyTorch. In forward pass, maxout for the feature maps of CNN is calculated. For backward pass, derivative of error w.r.t input is only propagated through the cells of feature maps array which were activated in forward pass(which is derivative of Maxout). To be sure this works fine, results were compared with Maxout in Theano(which is with the name featurepool layer) and were confirmed to be working fine. To make it work according to your desire, just change max_out parameter in forward function. The code is very efficient and fast.

minidfs

MiniDFS simulated by python implementation.

minidfs-1

Python Implementation of Mini DFS

mobilenetv3

mobilenetv3 with pytorch，provide pre-train model

opencv

Open Source Computer Vision Library

plumedserpent.github.io

My personal site for computer vision learning.

poj

Solutions to accepted problems on Peking University Online Judge.

ppe-object-detection

Streamlit app using neural networks to detect personal protective equipment (PPE) in images.

pretrained-language-model

Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.

quetzalcoatl

rib

Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation (NeurIPS 2021)

spg

(ECCV2018) Self-produced Guidance for Weakly-supervised Object Localization

symmetry

Line-of-symmetry detector in Python with OpenCV.

tmp_perspective_map

vae-resnet18-pytorch

A Variational Autoencoder based on the ResNet18-architecture