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:
- Brief info and loader for public rPPG (remote Photoplethysmography) datasets☆15Aug 16, 2021Updated 4 years ago
- ☆15Apr 6, 2018Updated 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
- Real-time Facial Expression Recognition ``In The Wild'' by Disentangling 3D Expression from Identity☆15Jun 27, 2020Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- my machine learning notes☆16Dec 15, 2017Updated 8 years ago
- PyTorch implementation of MobileFaceNets☆19Feb 6, 2020Updated 6 years ago
- 适合零基础的前端学习文档☆22Jul 13, 2019Updated 6 years ago
- Chinese Word Similarity Computation based on HowNet☆27Jan 21, 2018Updated 8 years ago
- Kexplain is an interactive kubectl explain☆12Oct 23, 2023Updated 2 years ago
- A face recognition system integrated with Retinaface and insightface.☆16Apr 23, 2020Updated 6 years ago
- ☆20Mar 7, 2018Updated 8 years ago
- Late AMD progression classification using fundus images and genotypes☆23Aug 17, 2023Updated 2 years ago
- Matlab and SPM based code to extract features of network dynamics from neurophysiological recordings☆11Sep 7, 2017Updated 8 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Train CNN model by tf.estimator☆29Mar 15, 2019Updated 7 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
- Imageflow is a Raycast extension that allows you to process images using a customizable workflow. You can resize, compress, and convert i…☆13Apr 9, 2025Updated last year
- 【废弃,已跟不上新版本的android系统的脚步】Android传感器测试,包括加速度、方向等数据,保存到数据库,可导出到Excel以便分析研究☆16Apr 13, 2015Updated 11 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
- 手工实现的智能图片处理系统 包含基础的图片处理功能 各类滤波 seam carving算法 以及结合精细语义分割信息 实现智能去除目标的功能☆28May 31, 2018Updated 8 years ago
- Multi 3DCNN for action recognition using global and local information☆38Jan 16, 2018Updated 8 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- this is a project for oxygen saturation meassuring by photoplethysmograph☆31Aug 28, 2019Updated 6 years ago
- Generate fake reviews using rnn and Yelp Datasets☆10Mar 18, 2017Updated 9 years ago
- Including several social-media-computing tools.☆11Jan 4, 2019Updated 7 years ago
- ☆14Apr 19, 2019Updated 7 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
- ☆32Jan 27, 2022Updated 4 years ago
- Deformable 3D ConvNets for Action Recognition☆10Jan 21, 2018Updated 8 years ago
- Convolutional Pose Machines (CPM) in Pytorch☆23Dec 19, 2018Updated 7 years ago
- 一页简历:简单高效的在线简历生成,支持颜色、模块自定义。通过简单的变换,构建各式各样的简历。☆11Feb 11, 2026Updated 4 months 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.
- leetcode 算法题 | 各种手写|流行库的mini实现| 智力题☆35Jun 12, 2024Updated 2 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
- 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
- 一款纯go写的服务器云监控,0依赖低内存低消耗、跨设备支持☆14Jan 21, 2022Updated 4 years ago
- easierChat.com - 一个更方便、易用的 chatBot 客户端☆16Jun 13, 2023Updated 3 years ago
- Easily document your Sanic API with a UI (and attrs!)☆13Oct 4, 2018Updated 7 years ago
- TensorFlow for Firefly RK3399 board.☆18Apr 25, 2017Updated 9 years ago