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星纬's Projects

face_classification icon face_classification

Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.

face_pytorch icon face_pytorch

face recognition algorithms in pytorch framework, including arcface, cosface, sphereface and so on

face_recognition icon face_recognition

使用webface人脸数据集以及DeepID网络,通过Caffe训练出模型参数,得到LFW二分类的人脸识别准确率。

faceqnet icon faceqnet

FaceQnet: Quality Assessment for Face Recognition based on Deep Learning

fairnas icon fairnas

FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search

faiss icon faiss

A library for efficient similarity search and clustering of dense vectors.

famed-net icon famed-net

FAMED-Net: A Fast and Accurate Multi-scale End-to-end Dehazing Network

fastmask icon fastmask

FastMask: Segment Multi-scale Object Candidates in One Shot

fcos icon fcos

FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)

feathercnn icon feathercnn

FeatherCNN is a high performance inference engine for convolutional neural networks.

flownet2 icon flownet2

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

foveabox icon foveabox

FoveaBox: Beyond Anchor-based Object Detector

ganet icon ganet

A Keypoint-based Global Association Network for Lane Detection. Accepted by CVPR 2022

gcc-cl icon gcc-cl

GCC dataset Collector and Labeler (GCC CL) [CVPR2019]

gccpm-look-into-person-cvpr19.pytorch icon gccpm-look-into-person-cvpr19.pytorch

Fast and accurate single-person pose estimation, ranked 10th at CVPR'19 LIP challenge. Contains implementation of "Global Context for Convolutional Pose Machines" paper.

ghm_detection icon ghm_detection

The implementation of “Gradient Harmonized Single-stage Detector” published on AAAI 2019.

groupsoftmax-simpledet icon groupsoftmax-simpledet

GroupSoftmax cross entropy loss function for training with multiple different benchmark datasets

halide icon halide

a language for fast, portable data-parallel computation

hdrnet icon hdrnet

An implementation of 'Deep Bilateral Learning for Real-Time Image Enhancement', SIGGRAPH 2017

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