PyTorch

Fine-tune wangchanBERTa + FastAPI + Docker

Vintage / Second-hand Marketplace Item Identifier & Price Comparator

Basic Idea: User takes photos of second-hand items (books, clothes, electronics) – especially relevant to students/people buying second-hand in Ireland. ML model recognises item type + approximate category + suggests price range (using scraped data from online marketplaces like DoneDeal, DoneDeal.ie, etc.). Backend stores user offers/requests; allows search, history, notifications for good deals.

Datasets / Data sources: For generic objects: use general vision datasets such as ImageNet – wide variety of everyday objects & categories. For clothes / fashion: Fashion‑MNIST for a start (though low-resolution, but good prototyping). For more specialized classes, get good coverage from public datasets like ImageNet.

Visualizing layers

Practical tasks on Deep Learning (DL) and Neural Networks (NN). 🤖

对不同尺寸的交通信号灯图片做红黄绿分类

可以训练和使用根据语种的姓名分类和生成模型

Using a Residual Neural Network to predict coordinates from a single image from a Google Street View image within the United States

A clean, modular implementation of Physics-Informed Neural Networks (PINNs) for solving the 1D and 2D wave equation using PyTorch.

binary for .wav

Image classification is the “hello world” of deep learning.

Códigos de diseño de clasificadores SVM y MLP para la identificación de vocalizaciones de perros y ovejas en entornos rurales, junto con algoritmos de optimización de arquitecturas MLP mediante algoritmos evolutivos

Detect and classify objects in Panoramax pictures

Code repository for GAME-Net (Graph-based Adsorption on Metal Energy-neural Network), a graph neural network for predicting the adsorption energy of closed-shell molecules on metal surfaces.

Time series multiclassification with PyTorch

A collection of Team Builder and Meta-Game balance agents for the VGC AI Competition.

Advanced Neural Networks

Introduction to classification using machine learning and deep learning (PyTorch, TensorFlow, Keras)