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Projects in Awesome Lists by FPT-ThaiTuan

A curated list of projects in awesome lists by FPT-ThaiTuan .

https://github.com/fpt-thaituan/detect-yoga-poses-and-correction-in-real-time-using-machine-learning-algorithms

Compare SVM mode yoga movement classification accuracy with Linear kernel, Polynomial kernel, RBF (Radial Basis Function) kernel, LSTM with accuracy up to 98%. In addition, it also supports adjusting the practitioner's movements according to standard movements.

blazepose computer-vision deep-learning long-short-term-memory lsmt machine-learning pose-estimation support-vector-machines svc-model yoga-classfication

Last synced: 06 Dec 2024

https://github.com/fpt-thaituan/predicting-housing-prices-and-analyzing-real-estate-market-in-the-chicago-using-machine-learning

This project leverages machine learning to predict housing prices and analyze key trends in Chicago's real estate market. By examining historical data and socio-economic factors, it aims to provide insights for buyers, sellers, and investors, supporting informed decision-making in a dynamic market.

ai house-price-prediction linear-regression machine-learning matplotlib numpy random-forest

Last synced: 28 Nov 2024

https://github.com/fpt-thaituan/traffic-sign-classification-using-transfer-learning-with-resnet152v2

Utilizing ResNet152V2 for Traffic Sign Classification: Achieve High Accuracy in Identifying 52 Sign Types with 99% Precision

classification cnn computer-vision resnet152v2 traffic-sign-classification transfer-learning

Last synced: 06 Dec 2024

https://github.com/fpt-thaituan/using-support-vector-machine-to-automatically-take-class-attendance

Use the SVM model to automatically take attendance in class with high accuracy up to 80%

machine-learning support-vector-machines svm

Last synced: 06 Dec 2024

https://github.com/fpt-thaituan/image-processing-with-python

Open source resources provide examples and sample source code for performing image processing using the Python programming language and OpenCV library. Reliable and accessible resources for learning and practicing image processing with Python.

cv2-library imp301 opencv processing-images python video-processing

Last synced: 06 Dec 2024

https://github.com/fpt-thaituan/using-word-embeddings-for-twitter-sentiment-analysis

The project researches sentiment analysis on Twitter, with the goal of evaluating the positivity, negativity or neutrality of comments. Using Word Embeddings, an advanced method in natural language processing, our model achieved a high accuracy of 96.61%. The model was trained on Twitter data and tested on a data comment dataset from Binance.

ai binance-sentiment-analysis depplearning natural-language-processing twitter-sentiment-analysis wordembedding

Last synced: 06 Dec 2024

https://github.com/fpt-thaituan/intelligent-email-classification-system-applying-naive-bayes-for-spam-detection

We developed a Naive Bayes model to classify messages as spam or ham. Using TF-IDF for feature extraction, it achieved 98% accuracy, proving effective for email filtering and categorization.

ai deep-learning email-spam machine-learning naive-bayes-classifier

Last synced: 06 Dec 2024

https://github.com/fpt-thaituan/applying-machine-learning-to-predict-cancer-patients

This project uses machine learning algorithms to predict cancer based on patient data. By training on features like tumor size and biomarkers, it aims to improve diagnostic accuracy, assist in early detection, and explore automated cancer screening systems for efficiency.

Last synced: 06 Dec 2024