Rcnn Open Source Projects

deep learning for image processing including classification and object-detection etc.

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

A faster pytorch implementation of faster r-cnn

使用Bert，ERNIE，进行中文文本分类

Simple, online, and realtime tracking of multiple objects in a video sequence.

A simplified implemention of Faster R-CNN that replicate performance from origin paper

Tensorflow Faster RCNN for Object Detection

Mask RCNN in TensorFlow

Faster-RCNN in Tensorflow

Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet

An Open-source Neural Hierarchical Multi-label Text Classification Toolkit

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。

PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud, CVPR 2019.

pytorch1.0 updated. Support cpu test and demo. (Use detectron2, it's a masterpiece)

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

Faster RCNN with PyTorch

Try out deep learning models online on Google Colab

Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks

A Torch implementation of the object detection network from "A MultiPath Network for Object Detection" (https://arxiv.org/abs/1604.02135)

DeepPrivacy: A Generative Adversarial Network for Face Anonymization

Relation Networks for Object Detection

mmdetection最小学习版

1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)

A PyTorch implementation of the architecture of Mask RCNN

算法工程师面试题整理

FastER RCNN built on tensorflow

A curated list of MXNet examples, tutorials and blogs.

Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.

Object Detection

tensorflow implementation

项目注释+论文复现+算法竞赛+Pytorch实践+LeetCode+VLM预训练

a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results

mmdetection源码注释

Code for FCHD - A fast and accurate head detector

Tensorflow Faster R-CNN for Windows/Linux and Python 3 (3.5/3.6/3.7)

A Benchmark of Text Classification in PyTorch

Rotational region detection based on Faster-RCNN.

Detectorch - detectron for PyTorch

Keras package for region-based convolutional neural networks (RCNNs)

Code for "Fast and Robust Multi-Person 3D Pose Estimation from Multiple Views" (CVPR 2019, T-PAMI 2021)

Keras Implementation of faster-rcnn

[CVPR2019 Oral] Normalized Object Coordinate Space for Category-Level 6D Object Pose and Size Estimation on Python3, Tensorflow, and Keras

Instance-aware Semantic Segmentation via Multi-task Network Cascades

Implementation of State-of-the-art Text Classification Models in Pytorch

Focal loss for Dense Object Detection

A-Fast-RCNN (CVPR 2017)

List of DL topics and resources essential for cracking interviews

1st place models in Google OpenImage Detection Challenge 2019

"Scene Graph Generation by Iterative Message Passing" code repository

pytorch based implementation faster rcnn

Marvin: A Minimalist GPU-only N-Dimensional ConvNets Framework

天池2019广东工业智造创新大赛 布匹疵点检测 天池水也太深了 季军解决方案

中文文本分类任务，基于PyTorch实现（TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention, DPCNN, Transformer，Bert，ERNIE），开箱即用！

A car detection model implemented in Tensorflow.

Spatial pyramid pooling layers for keras

Vehicle detection using YOLO in Keras runs at 21FPS