利用TensorFlow（TF），本作业实现了一个基于full convolution stack、inception v2 module等模块的图片分类网络，纵向共包含10层包含参数的层，采用自己搭建的卷积层。对于dset1与dset2采用同样的网络结构，分别进行训练。最终在dset1验证集（约含900张图，下同）上的Top1分类准确率约为0.52，在dset2验证集上的Top1准确率约为0.63。在K80显卡的单核上，该模型的训练速度约为205张图每秒，最终所得模型的checkpoint约为45MB。
☆12May 14, 2018Updated 8 years ago
Alternatives and similar repositories for hw2_image_classification
Users that are interested in hw2_image_classification are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This project uses RGB and Depth images as input into two different convolutional network of same architecture (namely VGGNet, RESNet, Ale…☆13Jul 10, 2019Updated 6 years ago
- ☆15Apr 6, 2018Updated 8 years ago
- 知网相似度计算☆14Aug 26, 2017Updated 8 years ago
- 糖网眼底图像分类_pytorch☆11Aug 13, 2018Updated 7 years ago
- 自然语言处理中的序列标注实现☆12Sep 16, 2018Updated 7 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- my machine learning notes☆16Dec 15, 2017Updated 8 years ago
- This emotion sdk based on PyTorch could be used for both video and image face emotion recognition.☆12Aug 19, 2019Updated 6 years ago
- 适合零基础的前端学习文档☆22Jul 13, 2019Updated 6 years ago
- Summary of work study☆18Apr 26, 2020Updated 6 years ago
- 基于TensorRT7实现DCNv2插件☆48Mar 20, 2022Updated 4 years ago
- Chinese Word Similarity Computation based on HowNet☆27Jan 21, 2018Updated 8 years ago
- ☆20Mar 7, 2018Updated 8 years ago
- 通过对于现有开源分布式机器学习工具的整合(主要是基于参数服务器的logistic regression,xgboost,FFM,FM ),打造一个工业级的,可以线上使用的点击率预估流水线☆26Jun 6, 2017Updated 9 years ago
- Use tensorflow.contrib.slim to training a simple CNN classification model☆37Nov 6, 2018Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- CataractClassification☆24Sep 19, 2017Updated 8 years ago
- 多算法综合的文本分类系统☆25Jan 14, 2017Updated 9 years ago
- 这是之前我和我的组员参与Tiny-mind 手写汉字识别大赛的一个项目， 主要实现了用Resnet或VGG16作为Backbone来训练一个分类任务以及基于opencv的一些图片数据集增强，最终我们组的成绩为TOP-5准确率99.19， 排名5/700。这个项目也可以用于其…☆88May 30, 2019Updated 7 years ago
- 微信广告正负样本短文本分类 word2vec+CNN实现☆26Mar 20, 2018Updated 8 years ago
- ☆34Jul 24, 2017Updated 8 years ago
- Public places like restaurants and certain other viable places like banks or ATM’s are in need of constant supervision against amoral and…☆16Feb 7, 2019Updated 7 years ago
- Multi 3DCNN for action recognition using global and local information☆38Jan 16, 2018Updated 8 years ago
- A Vue.js project of CNode.☆31Sep 13, 2018Updated 7 years ago
- Including several social-media-computing tools.☆11Jan 4, 2019Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆12Jan 10, 2020Updated 6 years ago
- Open MMLab Detection Toolbox with PyTorch☆12Jun 11, 2019Updated 7 years ago
- test HanLP vs LTP☆11Mar 28, 2018Updated 8 years ago
- Deformable 3D ConvNets for Action Recognition☆10Jan 21, 2018Updated 8 years ago
- ☆11Nov 27, 2018Updated 7 years ago
- Convolutional Pose Machines (CPM) in Pytorch☆23Dec 19, 2018Updated 7 years ago
- ☆35Jul 14, 2020Updated 5 years ago
- The implementation of paper "Bag of Tricks for Image Classification with Convolutional Neural Networks" by Xie et al.☆45Apr 15, 2019Updated 7 years ago
- ☆12Jun 2, 2018Updated 8 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 本项目用于存放论文：基于远程监督的人物属性抽取研究 的实验数据☆13Oct 30, 2019Updated 6 years ago
- Easily document your Sanic API with a UI (and attrs!)☆13Oct 4, 2018Updated 7 years ago
- ☆13Oct 18, 2022Updated 3 years ago
- TensorFlow for Firefly RK3399 board.☆18Apr 25, 2017Updated 9 years ago
- Using FasterTransformer for accelerating the predict speed of bert and roberta☆14Sep 20, 2019Updated 6 years ago
- VesselView is a demonstration application from Kitware Inc for the segmentation, registration and analysis of tubes( e.g, blood vessels) …☆15Feb 9, 2018Updated 8 years ago
- Using tensorflow API to detect objects in a live video feed☆42Jul 10, 2018Updated 7 years ago