PlumedSerpent's repositories
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-1
Python Implementation of Mini DFS
mobilenetv3
mobilenetv3 with pytorch,provide pre-train model
PlumedSerpent.github.io
My personal site for computer vision learning.
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.
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.
VAE-ResNet18-PyTorch
A Variational Autoencoder based on the ResNet18-architecture