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mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

meta-learning-papers

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning

metapruning

ml-tutorial-experiment

Coding the Machine Learning Tutorial for Learning to Learn

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.

mnist_center_loss_pytorch

A PyTorch implementation of center loss on MNIST

model_compression

Implementation of model compression with knowledge distilling method.

mtcnn

基于caffe的mtcnn训练实现，可以训练一个自己的有效的目标检测算法，非常容易非常简单，并且有配套的纯c++版本的mtcnn-light

mtcnn_face_detection_alignment

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks

naic_person_reid_dmt

This is Top 3 Code for the Person ReID Compitition of NAIC

ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

netron

Visualizer for neural network, deep learning and machine learning models

netscope

Neural network visualizer

neural-networks-on-silicon

This is a collection of works on neural networks and neural accelerators.

neural_artistic_style

Neural Artistic Style in Python

normface

NormFace: L2 HyperSphere Embedding for Face Verification, 99.21% on LFW

notes-python

中文 Python 笔记

object_detection_papers_summary

summary of deep learning object detection algorithms released in recent years

octnetfusion

openface

OpenFace – a state-of-the art open source tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation.

paper_links_backup

pencil

implementation of http://www.cse.cuhk.edu.hk/~leojia/projects/pencilsketch/npar12_pencil.pdf

person_reid_baseline_pytorch

A tiny, friendly, strong pytorch implement of person re-identification baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial

person_search

Joint Detection and Identification Feature Learning for Person Search

plate

pocketflow

An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.

preciseroipooling

Precise RoI Pooling with coordinate gradient support, proposed in the paper "Acquisition of Localization Confidence for Accurate Object Detection" (https://arxiv.org/abs/1807.11590).

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

pva-faster-rcnn

Demo code for PVANet

pytorch-cyclegan-and-pix2pix

Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)