ReusJeffery

gpt_academic

为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。

Vim

[ICML 2024] Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

faster-rcnn-pytorch

这是一个faster-rcnn的pytorch实现的库，可以利用voc数据集格式的数据进行训练。

OBBDetection

OBBDetection is an oriented object detection library, which is based on MMdetection.

Focal-Loss-Pytorch

全中文注释.(The loss function of retinanet based on pytorch).(You can use it on one-stage detection task or classifical task, to solve data imbalance influence).用于one-stage目标检测算法,提升检测效果.你也可以在分类任务中使用该损失函数,解决数据不平衡问题.

Awesome-Novel-Class-Discovery

A list of papers that studies Novel Class Discovery

TransFG

This is the official PyTorch implementation of the paper "TransFG: A Transformer Architecture for Fine-grained Recognition" (Ju He, Jie-Neng Chen, Shuai Liu, Adam Kortylewski, Cheng Yang, Yutong Bai, Changhu Wang, Alan Yuille).

osr_closed_set_all_you_need

Official repo for our ICLR 22 Oral paper: "Open-Set Recognition: a Good Closed-Set Classifier is All You Need?"

object_localization_network

Learning Open-World Object Proposals without Learning to Classify

Mamba-in-CV

A paper list of some recent Mamba-based CV works.

Ship-Detection-on-Remote-Sensing-Synthetic-Aperture-Radar-Data

Maritime vessel detection from remote sensing SAR data, based on the architectures of the Faster-RCNN and YOLOv5 networks.

PROB

[CVPR 2023] Official Pytorch code for PROB: Probabilistic Objectness for Open World Object Detection

mfas

Implementation of CVPR 2019 paper "Mfas: Multimodal fusion architecture search"

NCL

Neighborhood Contrastive Learning for Novel Class Discovery, CVPR 2021

DUL

PyTorch implementation of DUL (Data Uncertainty Learning in Face Recognition, CVPR2020)

SAR-aircraft-data

Elephant-of-object-detection

deep-ensembles

Reproduction of the paper: Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles

OpenNCD

Code for IJCAI-23 Paper "Open-world Semi-supervised Novel Class Discovery"

Hierarchical_Weighted_SCL

EMNLP 2022 long paper "Fine-grained Category Discovery under Coarse-grained supervision with Hierarchical Weighted Self-contrastive Learning"

ConOSR

Implementation of <Contrastive Open Set Recognition> （AAAI-23）

ODL

Pytorch implementation for ODL

TPA

Official implementation of paper "Threatening Patch Attacks on Object Detection in Optical Remote Sensing Images".