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meta-learning-papers

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

midfea_nslayer

Learning Mid-Level Features and Modeling Neuron Selectivity for Image Classification

midl2020-cnnlstm-ich

CNN-LSTM for intracranial hemorrhage detection

minpaku

Image Retrieval by Hierarchy-aware Deep Hashing Based on Multi-task Learning

mlab

Mlab is a high-level python to Matlab® bridge that lets Matlab look like a normal python library.

mnc

Instance-aware Semantic Segmentation via Multi-task Network Cascades

models

Models built with TensorFlow

natural-gradients

Collection of algorithms for approximating Fisher Information Matrix for Natural Gradient (and second order method in general)

neglu

Implementation of negative-linear rectifier units for use with MATLAB package MatConvNet, with files for testing on MNIST and CIFAR

netvlad-pytorch

Pytorch implementation of NetVLAD & Online Hardest Triplet Loss.

neural-style-tf

TensorFlow (Python API) implementation of Neural Style

nir-isl2021-transfer-learning

Transfer learning for iris segmentation and localization in NIR-ISL 2021

non-local_pytorch

Implementation of Non-local Block.

numerical-linear-algebra

This course contains the notebooks for the Numerical Linear Algebra elective in USF's MSAN program, summer 2017

o2dp

obow

opencv_contrib

Repository for OpenCV's extra modules

opensourse-iris-recognition

osvos-tensorflow

One-Shot Video Object Segmentation

parametric-t-sne

Running parametric t-SNE by Laurens Van Der Maaten with Octave and oct2py.

patch-netvlad

Code for the CVPR2021 paper "Patch-NetVLAD: Multi-Scale Fusion of Locally-Global Descriptors for Place Recognition"

pi-decoder

precise iris segmentation

pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

polartransform

Python package that converts between polar and cartesian domain.

prepare_detection_dataset

convert dataset to coco/voc format

pretrained-models.pytorch

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

prml

PRML algorithms implemented in Python

pros-gan

prototypical-networks

Code for the NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

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