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arithmeticcoding

Image compression using arithmetic coding algorithm

caffe

Caffe: a fast open framework for deep learning.

caffe-fast-rcnn

Caffe fork that supports Fast R-CNN

caffe-fcn

Run Long and Shelhamer's FCN image segmentation network using Caffe

caffe-model

Caffe models (imagenet pretrain) and prototxt generator scripts for inception_v3 \ inception_v4 \ inception_resnet \ fractalnet \ resnext

caffe-model-1

Caffe models (including classification, detection and segmentation) and deploy files for famouse networks

caffe-rfcn

Caffe branch for R-FCN

cbam.pytorch

Non-official implement of Paper：CBAM: Convolutional Block Attention Module

cifar10-tensorflow

cifar10数据集上进行图片分类，基于tensorflow框架，旨在探究不同的改进策略对分类准确率的影响，如何一步步得提高准确率

classifying_cancer_resnet18_pytorch

cnn_finetune

Fine-tune CNN in Keras

deep-high-resolution-net.pytorch

The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"

deeplab-pytorch

PyTorch implementation of DeepLab v2 on COCO-Stuff / PASCAL VOC

densenet-caffe

DenseNet Caffe Models, converted from https://github.com/liuzhuang13/DenseNet

densenet-tensorflow

Simple Tensorflow implementation of Densenet using Cifar10, MNIST

efficient_densenet_pytorch

A memory-efficient implementation of DenseNets

fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

fpn_faster_rcnn

a tensorflow implementation for FPN

google_inception_v3_for_caffe

Google Inception (deepdream) v3 for Caffe

huffman-coding

信息论大作业

involution

PyTorch reimplementation of the paper "Involution: Inverting the Inherence of Convolution for Visual Recognition" (2D and 3D Involution) [CVPR 2021].

involution_pytorch

Unofficial PyTorch implementation of the Involution layer from CVPR 2021

keras-applications

Reference implementations of popular deep learning models.

kneel

Hourglass Networks for Knee Anatomical Landmark Localization: PyTorch Implementation

lsoftmax-pytorch

PyTorch implementation Large-Margin Softmax (L-Softmax) loss

ml_practice

ML Records in 1110 Lab of BUPT. Some detailed information can be referenced on: https://mathpretty.com/10388.html

mobilenet-caffe

Caffe Implementation of Google's MobileNets (v1 and v2)

mobilenet_v2_keras

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version