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igi123's Projects

acnet

ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks

batch-dropblock-network

Official source code of "Batch DropBlock Network for Person Re-identification and Beyond" (ICCV 2019)

beautygan

transfer the makeup style of a reference face image to a non-makeup face

blitznet

Deep neural network for object detection and semantic segmentation in real-time. Official code for the paper "BlitzNet: A Real-Time Deep Network for Scene Understanding"

caffe-segnet

Implementation of SegNet: A Deep Convolutional Encoder-Decoder Architecture for Semantic Pixel-Wise Labelling

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

conviz

An example of visualization of weights and output of convolutional layers

cps-ocr-engine

An awesome OCR engine developed by SYSU DeepDriving Lab

This repository contains the source code for the semantic image segmentation method described in the ICCV 2015 paper: Conditional Random Fields as Recurrent Neural Networks. http://crfasrnn.torr.vision/

csp

High-level Semantic Feature Detection: A New Perspective for Pedestrian Detection, CVPR, 2019

darknet

Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)

dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deepglobe-road-extraction-challenge

D-LinkNet: LinkNet with Pretrained Encoder and Dilated Convolution for High Resolution Satellite Imagery Road Extraction

deeplab-v2--resnet-101--tensorflow

An (re-)implementation of DeepLab v2 (ResNet-101) in TensorFlow for semantic image segmentation on the PASCAL VOC 2012 dataset.

deeplab_v2

基于v2版本的deeplab,使用VGG16模型，在VOC2012，Pascal-context，NYU-v2等多个数据集上进行训练

deeplab_v3

Tensorflow Implementation of the Semantic Segmentation DeepLab_V3 CNN

deepmar_deploy

Deploy version of DeepMAR from "Multi-attribute learning for pedestrian attribute recognition".

deepstream

deepstream_360_d_smart_parking_application

Describes the full end to end smart parking application that is available with DeepStream 4.0

deformable-convnets

Deformable Convolutional Networks

densepose

A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body

detection

基于视频的行人流量密度检测

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

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