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algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

caffe

Caffe: a fast open framework for deep learning.

cam

Class Activation Mapping

cascade-rcnn

Caffe implementation of multiple popular object detection frameworks

cornernet

cross-domain-detection

Codes and datasets for 'Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation' [Inoue+, CVPR2018].

cross-stitch-networks-for-multi-task-learning

A Tensorflow implementation of the paper arXiv:1604.03539

cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

deeplearning.ai

deeplearning.ai , By Andrew Ng, All slide and notebook + code and some material.

deformable-convnets

Deformable Convolutional Networks

dgm_re-id

Unsupervised Person Re-identification (ICCV 2017)

download

🔴蓝灯最新版本下载 https://github.com/getlantern/download 🔴 Lantern Latest Download https://github.com/getlantern/lantern/releases/tag/latest 🔴

edges

Structured Edge Detection Toolbox

fastmaskrcnn

Mask RCNN in TensorFlow

imutils

A series of convenience functions to make basic image processing operations such as translation, rotation, resizing, skeletonization, and displaying Matplotlib images easier with OpenCV and Python.

incremental_detectors

Code release for paper "Incremental Learning of Object Detectors without Catastrophic Forgetting"

learningtocompare_fsl

PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part)

mrcnn-object-detection

Object detection via a multi-region & semantic segmentation-aware CNN model

mxnet_center_loss

implement center loss operator for mxnet

pedestrian_alignment

Pedestrian Alignment Network for Large-scale Person Re-identification

pot

Python Optimal Transport library

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

python-elm

Extreme Learning Machine implementation in Python

pytorch-cyclegan-and-pix2pix

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

pytorch-nin-cifar10

pytorch implementation of network-in-network model on cifar10

pytorchssd

pytorch version of SSD and it's enhanced methods such as RFBSSD,FSSD and RefineDet

refinedet

Single-Shot Refinement Neural Network for Object Detection, CVPR, 2018

relation-networks-for-object-detection

Relation Networks for Object Detection

roialign

ROIAlign from Mask-RCNN

rpn_bf

RPN+BF