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:
- ☆15Apr 6, 2018Updated 8 years ago
- 自然语言处理中的序列标注实现☆12Sep 16, 2018Updated 7 years ago
- my machine learning notes☆16Dec 15, 2017Updated 8 years ago
- Chinese Word Similarity Computation based on HowNet☆27Jan 21, 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
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Code for our IJCAI 2019 paper "A Novel Distribution-Embedded Neural Network for Sensor-Based Activity Recognition".☆17Mar 18, 2020Updated 6 years ago
- 天池糖尿病血糖预测比赛 精准医疗 初赛B榜24名☆22Jan 30, 2018Updated 8 years ago
- 基于resnet18的迁移学习分类网络,用于给bee和ant二分类☆14May 12, 2018Updated 8 years ago
- a framework for Medical Image Segmentation and Filtering☆10Mar 23, 2017Updated 9 years ago
- 这是一个用Go语言实现的内网穿透☆11May 12, 2023Updated 3 years ago
- Generic abstractions for Kafka API.☆15Oct 7, 2024Updated last year
- 微信广告正负样本短文本分类 word2vec+CNN实现☆26Mar 20, 2018Updated 8 years ago
- ☆14Apr 19, 2019Updated 7 years ago
- Including several social-media-computing tools.☆11Jan 4, 2019Updated 7 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆12Jan 10, 2020Updated 6 years ago
- ☆12Jun 2, 2018Updated 8 years ago
- 基于Keras+Tensorflow搭建,提供ResNet50神经网络的图片分类平台。☆36Sep 23, 2018Updated 7 years ago
- ☆11Nov 27, 2018Updated 7 years ago
- Using FasterTransformer for accelerating the predict speed of bert and roberta☆14Sep 20, 2019Updated 6 years ago
- LSTM-CNN model for Human Activity Recognition☆24Jun 10, 2018Updated 8 years ago
- Code and notebooks and data for the paper "Domain Specific Question Answering Over Knowledge Graphs Using Logical Programming and Large L…☆12Jan 23, 2024Updated 2 years ago
- Generate fake reviews using rnn and Yelp Datasets☆10Mar 18, 2017Updated 9 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
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆20Mar 7, 2018Updated 8 years ago
- 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
- 存放一些碎片化的小demo仓库,每个文件夹都对应可访问线上的地址,如:https://case.jimmyxuexue.top/01/☆11Mar 1, 2024Updated 2 years ago
- The project aims to extract entities and relations from articles☆11Feb 12, 2020Updated 6 years ago
- 视频人脸跟踪和ptz控制☆22Sep 20, 2015Updated 10 years ago
- TensorFlow for Firefly RK3399 board.☆18Apr 25, 2017Updated 9 years ago
- ☆13Oct 18, 2022Updated 3 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
- DLGNet: A dual-branch lesion-aware network with the supervised Gaussian Mixture model for colon lesions classification in colonoscopy ima…☆13Oct 6, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A word embedding and graph-based keyword extraction tool☆19Oct 20, 2025Updated 10 months ago
- Implements SemRe-Rank: improving automatic term extraction by incorporating semantic relatedness with personalised pagerank☆16Apr 7, 2018Updated 8 years ago
- An Implementation of Attribute Label Embedding (ALE) Method for Zero Shot Learning☆11Jul 6, 2023Updated 3 years ago
- Senti Strength : http://sentistrength.wlv.ac.uk/☆18Oct 28, 2014Updated 11 years ago
- Code challenge☆15Jul 26, 2023Updated 3 years ago
- A hierarchical character-word neural network for language identification☆15Jan 18, 2017Updated 9 years ago
- 天池精准医疗糖尿病预测,复赛第四名☆39Apr 30, 2018Updated 8 years ago