2021 National Underwater Robotics Vision Optics

Last update: Nov 04, 2022

Overview

2021-National-Underwater-Robotics-Vision-Optics

2021年全国水下机器人算法大赛-光学赛道-B榜精度第18名 (Kilian_Di的团队：A榜[email protected]:95 56.36 B榜[email protected]:95 56.7） 2021年全国水下机器人算法大赛-声学赛道-B榜精度第5名 (Kilian_Di的团队：A榜[email protected]:95 52.3 B榜[email protected]:95 53.1）

请按照mmdetection官方文档配置环境，并运行Config文件对应的模型

代码内容和trick：

基本网络模型
- cascade rcnn
- resnext101 pretrained on COCO
- soft-nms
- 基于mmdetection
- mmcv-full==1.2.5
- pytorch==1.6.0
- torchvision==0.7.0
- cudatoolkit=10.1
添加的trick
- dcn
- global_context(gcb)
- RandomRotate90
- cutout
- Mixup
- 边框抖动
- 高斯噪声椒盐噪声
- Libra RCNN
- GIoU/CIoU/DIoU Loss
- Attention Block
- Multi-scale Training and Testing

Note：mmdet-new/下的models文件请直接复制mmdetection项目即可

Contact me

Email：[email protected]

Owner

Di Chang

Computer Vision/[email protected] /

GitHub Repository

QTool: A Low-bit Quantization Toolbox for Deep Neural Networks in Computer Vision

This project provides abundant choices of quantization strategies (such as the quantization algorithms, training schedules and empirical tricks) for quantizing the deep neural networks into low-bit c

51 Dec 10, 2022

Social Distancing Detector

Computer vision has opened up a lot of opportunities to explore into AI domain that were earlier highly limited. Here is an application of haarcascade classifier and OpenCV to develop a social distan

2 Jul 18, 2022

UMT is a unified and flexible framework which can handle different input modality combinations, and output video moment retrieval and/or highlight detection results.

Unified Multi-modal Transformers This repository maintains the official implementation of the paper UMT: Unified Multi-modal Transformers for Joint Vi

84 Jan 04, 2023

Official PyTorch implementation and pretrained models of the paper Self-Supervised Classification Network

Self-Classifier: Self-Supervised Classification Network Official PyTorch implementation and pretrained models of the paper Self-Supervised Classificat

24 Dec 21, 2022

PyTorch implementation of Trust Region Policy Optimization

PyTorch implementation of TRPO Try my implementation of PPO (aka newer better variant of TRPO), unless you need to you TRPO for some specific reasons.

366 Nov 15, 2022

DCGAN LSGAN WGAN-GP DRAGAN PyTorch

Recommendation Our GAN based work for facial attribute editing - AttGAN. News 8 April 2019: We re-implement these GANs by Tensorflow 2! The old versio

408 Nov 30, 2022

Includes PyTorch -> Keras model porting code for ConvNeXt family of models with fine-tuning and inference notebooks.

ConvNeXt-TF This repository provides TensorFlow / Keras implementations of different ConvNeXt [1] variants. It also provides the TensorFlow / Keras mo

87 Dec 06, 2022

Lightweight mmm - Lightweight (Bayesian) Media Mix Model

Lightweight (Bayesian) Media Mix Model This is not an official Google product. L

342 Jan 03, 2023

Awesome-google-colab - Google Colaboratory Notebooks and Repositories

Unofficial Google Colaboratory Notebook and Repository Gallery Please contact me to take over and revamp this repo (it gets around 30k views and 200k

1.2k Jan 03, 2023

This is the implementation of our work Deep Extreme Cut (DEXTR), for object segmentation from extreme points.

828 Jan 05, 2023

N-Person-Check-Checker-Splitter - A calculator app use to divide checks

N-Person-Check-Checker-Splitter This is my from-scratch programmed calculator ap

2 Feb 15, 2022

Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.

Pyserini Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations. Retrieval using sparse re

706 Dec 29, 2022

Code for EMNLP2020 long paper: BERT-Attack: Adversarial Attack Against BERT Using BERT

BERT-ATTACK Code for our EMNLP2020 long paper: BERT-ATTACK: Adversarial Attack Against BERT Using BERT Dependencies Python 3.7 PyTorch 1.4.0 transform

142 Jan 04, 2023

Code for our ACL 2021 paper "One2Set: Generating Diverse Keyphrases as a Set"

One2Set This repository contains the code for our ACL 2021 paper “One2Set: Generating Diverse Keyphrases as a Set”. Our implementation is built on the

63 Jan 05, 2023

Official PyTorch implementation of the paper "Graph-based Generative Face Anonymisation with Pose Preservation" in ICIAP 2021

Contents AnonyGAN Installation Dataset Preparation Generating Images Using Pretrained Model Train and Test New Models Evaluation Acknowledgments Citat

10 May 24, 2022

Code and dataset for AAAI 2021 paper FixMyPose: Pose Correctional Describing and Retrieval Hyounghun Kim, Abhay Zala, Graham Burri, Mohit Bansal.

FixMyPose / फिक्समाइपोज़ Code and dataset for AAAI 2021 paper "FixMyPose: Pose Correctional Describing and Retrieval" Hyounghun Kim*, Abhay Zala*, Grah

4 Sep 19, 2022