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2020-instanceseg

Deep Variational Instance Segmentation

3dmppe_posenet_release

Official PyTorch implementation of "Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image", ICCV 2019

ai-roadmap

ApacheCN AI 路线图（知识树）

ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

aistplusplus_api

API to support AIST++ Dataset: https://google.github.io/aistplusplus_dataset

auto-sklearn

Automated Machine Learning with scikit-learn

automata

Algoritms of Automata Theory

awesome-contrastive-self-supervised-learning

A comprehensive list of awesome contrastive self-supervised learning papers.

awesome-vision-language-pretraining-papers

Recent Advances in Vision and Language PreTrained Models (VL-PTMs)

background-subtraction

GMM model for subtracting background from foreground

centernet-better-plus

centernet

cifar-10-cnn

Play deep learning with CIFAR datasets

cifar10-tensorflow

cifar10数据集上进行图片分类，基于tensorflow框架，旨在探究不同的改进策略对分类准确率的影响，如何一步步得提高准确率

cocoapi

COCO API - Dataset @ http://cocodataset.org/

cs-base

图解计算机网络、操作系统、计算机组成、数据库，共 1000 张图 + 50 万字，破除晦涩难懂的计算机基础知识，让天下没有难懂的八股文！🚀 在线阅读：https://xiaolincoding.com

cs231n.github.io

Public facing notes page

cs231nassignment

Stanford CS231n assignment in 2019 spring

d2l-pytorch

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

deepnude-an-image-to-image-technology

DeepNude's algorithm and general image generation theory and practice research, including pix2pix, CycleGAN, DCGAN, and VAE models (TensorFlow2 implementation). DeepNude的算法以及通用图像生成的理论与实践研究。

deformable-convnets

Deformable Convolutional Networks

densenet-keras

DenseNet Implementation in Keras with ImageNet Pretrained Models

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

faiss

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

fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

gmm

GMM based background subtraction

human-pose-estimation.pytorch

The project is an official implement of our ECCV2018 paper "Simple Baselines for Human Pose Estimation and Tracking(https://arxiv.org/abs/1804.06208)"

input_method-based-on-hmm

interview

2021秋招 计算机视觉算法岗面经整理——包含实习和校招等 内推整理