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lfliu's Projects

kair icon kair

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

lbp-dbn-face-recognition icon lbp-dbn-face-recognition

使用LBP特征提取算法提取人脸特征,DBN网络来实现人脸识别,测试数据库ORL数据库,识别率可达90%以上

leetcode icon leetcode

我的LeetCode代码仓,近乎所有题目都会提供多种解法 :)

libfacedetection icon libfacedetection

An open source library for face detection in images. The face detection speed can reach 1000FPS.

lq-nets icon lq-nets

LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks

map icon map

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

matlab-code icon matlab-code

Diagnosis of Diabetic Retinopathy In retinal Fundus Images Using Segmentation (Hybrid Algorithm)

ml-from-scratch icon ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

mmdnn icon mmdnn

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.

model-compression icon model-compression

model compression based on pytorch (1、quantization: 16/8/4/2 bits(dorefa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、ternary/binary value(twn/bnn/xnor-net);2、 pruning: normal、regular and group convolutional channel pruning;3、 group convolution structure;4、batch-normalization folding for quantization)

models icon models

Models and examples built with TensorFlow

mtcnn_tf icon mtcnn_tf

MTCNN implement by tensorflow. Easy to training and testing.

mvision icon mvision

机器人视觉 无人驾驶 视觉SLAM ORB LSD SVO DSO 深度学习目标检测yolov3 行为检测 opencv PCL 双目视觉

nbnet icon nbnet

NBNet: Noise Basis Learning for Image Denoising with Subspace Projection

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