Olivia's repositories
Text-Classification-NLP
Classifying text using Bi-LSTM, Transformer, BERT-ATT, BERT-BILSTM and BERT-CNN（文本分类）ChineseGLUE
Data-structure-and-algorithm-design
数据结构与算法设计 - Practice Problems, Quizzes, Array, Linked List, Stack, Queue, Trees, Heap, Graph, Matrix, Backtracking, Greedy Algorithm, Search, Sort and Divide
Deep-Learning-Mindspore
基于华为云平台的 MindSpore1.3 框架的回归任务和图像分类任务（汽车里程数预测 / 花卉图像分类）- Regression tasks and image classification tasks based on the MindSpore1.3 framework of Huawei Cloud Platform (car mileage prediction / flower image classification)
Chinese-Medical-Relation-Extraction
(NLP) Text Classification Based on Chinese Medical Relation Extraction 基于中医关系抽取的文本分类
Story-Generation-NLP
Generating following context using LSTM and GPT-2（基于 LSTM 和 GPT-2 的自动故事生成）
BIT-CS-Learning
保存一下我自己整理的北理工计科的学习资料，欢迎分享资源
Blood-Cell-Detection
Detect blood cell such as RBC, WBC and platelets in BCCD Dataset using K-Means, SVM, SMO-SVM and YOLOv6.
Implicit-Discourse-Relation-Recognition
Identifying IDRR in paragraph sentences using BERT models - 基于 BERT 类模型的隐式语篇关系识别（NLP）
SIFT-Implementation
Image Keypoints and Descriptors Detection using SIFT
Video-Tracking-Correlation-Filters
Object Tracking in Video based on Correlation Filters
E2E-Relation-Extraction
generate text using seq2seq model
Emotional-Dialogue
Fine-tuning LLaMa using dataset ESCov
FashionMNIST-Classification
Classify FashionMNIST using keras and tensorflow with accuracy higher than 92%
Histogram-Equalization
Implementing histogram equalization for grayscale images
Image-Segmentation
Image Segmentaton using SegNet
IRIS-classification
Classifing IRIS Dataset using SVM, DNN and SMO
LIC2023-Video-Semantic-Understanding-Baseline
Classifying the closed two-level label system according to the video content, obtaining the classification label that describes the video
Memory-Monitor
Designing a memory monitor in Windows platform based on Python
MNIST-classification
classification of MNIST using SVM, MLP and CNN
NLP-Chinese-Sentiment-Analysis
Using rule method, probability statistics method and neural network method to realize emotional polarity judgment of Chinese sentences - 采用规则方法、概率统计方法、神经网络方法实现汉语句子的情感极性判断
Perspective-Transformation
Applying perspective transformation to a grayscale image
Programming-method-and-practice
程序设计方法与实践
Protein-DataBase-Analysis
Analyzing protein sequences using classification and clustering method
Simulated-Annealing
Implementing constrained optimization method simulated annealing 模拟退火算法
Speech-Emotion-Recognition
Using CNN to train the RAVDESS dataset for speech emotion recognition.
Verilog-for-Vending-Machine
sequential circuit
Video_Point_Tracking_SIFT
Tracking Keypoints in Video using SIFT and OpenCV.