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 8 years ago
- my machine learning notes☆16Dec 15, 2017Updated 8 years ago
- Matlab and SPM based code to extract features of network dynamics from neurophysiological recordings☆11Sep 7, 2017Updated 9 years ago
- Chinese Word Similarity Computation based on HowNet☆27Jan 21, 2018Updated 8 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆15May 31, 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
- 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
- Use tensorflow.contrib.slim to training a simple CNN classification model☆37Nov 6, 2018Updated 7 years ago
- a framework for Medical Image Segmentation and Filtering☆10Mar 23, 2017Updated 9 years ago
- Multi 3DCNN for action recognition using global and local information☆38Jan 16, 2018Updated 8 years ago
- Open MMLab Detection Toolbox with PyTorch☆12Jun 11, 2019Updated 7 years ago
- ☆14Apr 19, 2019Updated 7 years ago
- ☆18Sep 28, 2023Updated 3 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.
- Deformable 3D ConvNets for Action Recognition☆10Jan 21, 2018Updated 8 years ago
- test HanLP vs LTP☆11Mar 28, 2018Updated 8 years ago
- Convolutional Pose Machines (CPM) in Pytorch☆23Dec 19, 2018Updated 7 years ago
- ☆12Jun 2, 2018Updated 8 years ago
- ☆20Mar 7, 2018Updated 8 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
- 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 7 years ago
- The project aims to extract entities and relations from articles☆11Feb 12, 2020Updated 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
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- 电子病历实体命名识别☆37Sep 2, 2018Updated 8 years ago
- TensorFlow for Firefly RK3399 board.☆18Apr 25, 2017Updated 9 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 3 years ago
- A practical example on how to combine both a CNN and a RNN to classify images.☆54Feb 28, 2017Updated 9 years ago
- fast harmonic centrality algorithm for networkx library☆10Mar 15, 2023Updated 3 years ago
- Public repository for multilabel classification of medical diagnoses with LSTM RNNs☆42May 24, 2016Updated 10 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 12 years ago
- SWE Toolkit. Learning Semantic Word Embeddings based on Ordinal Knowledge Constraints. A general framework to incorporate semantic knowle…☆52Sep 16, 2015Updated 11 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A hierarchical character-word neural network for language identification☆15Jan 18, 2017Updated 9 years ago
- A word embedding and graph-based keyword extraction tool☆19Oct 20, 2025Updated last year
- Titus 2 : Portable Format for Analytics (PFA) implementation for Python 3.4+☆24Feb 9, 2023Updated 3 years ago
- Course Project for CS763 Computer Vision IIT Bombay☆33May 5, 2018Updated 8 years ago
- Training codebase for K2-V2☆22Dec 17, 2025Updated 10 months ago
- Topic modelling with SpaCy, Gensim and Textacy☆19Mar 3, 2018Updated 8 years ago
- GPU Accelerated Euclidean Distance Transform☆18May 29, 2024Updated 2 years ago