deep learning

Detector reconstruction of gamma-rays using deep learning.

2023 BUAA AL Final Homework

A Machine Learning approaches to identify genetic variants associated with disease

This is the Python script which runs on Spud's Head Nano to detect faces. It communicates with other processors via ethernet.

This project was seeded by Mike Soniat's example. The first commit is Soniat's unmodified project.

See Soniat's files 'AI Face Following.pptx', 'AI Face Following.mov', and 'AI Face Following with Jetson Nano.mov' in the repository for more info.

Neural Network software for identifying atoms and atomic columns in High Resolution Transmission Electron Micrographs (HRTEM)

這個專案展示在人工智慧相關技術方面的能力，包括數據預處理、視覺化、特徵選擇、模型訓練以及使用卷積神經網絡（CNNs）、循環神經網絡（RNNs）、長短期記憶網絡（LSTMs）和生成對抗網絡（GANs）等技術。

This project showcases our capabilities in AI-related technologies, including data preprocessing, visualization, feature selection, model training, and the use of advanced techniques such as CNNs, RNNs, LSTMs, and GANs.

MLP and CNN to classify TinyImage30 dataset. Fine Tuned models. Applied Grad-Cam to identify parts of the image that highly impact the classification based on model convolution gradients. Feature-2-Seq RNN encoder/decoder network trained on the COCO dataset. The produced model is able to predict reasonable captions for provided test images.

The deep learning model and backend of SmartIntentNN

The Simple Pokémon Environment is an AI environment complient with gym that allows for training Reinforcement Learning agents in a simplified version of Pokémon Battles.

Private git for rendering ".ipynb" notebook files...

Campus course: Deep Learning in the Social Sciences

Implementation of Movement Aid for the Visually-Impaired by Using CNN based Learning Architecture

This is the Python script which runs on Spud's Head Nano to detect and classify objects. It communicates with other processors via ethernet.

This project was seeded by Mike Soniat's example. The first commit is Soniat's unmodified project.

This is the Python script which runs on Spud's Head Nano to recognize faces. It communicates with other processors via ethernet.

This project was seeded by Mike Soniat's example. The first commit is Soniat's unmodified project.

See Soniat's file 'AI Face Recognizer.pptx' in the repository for more info.

Supplementary code for my thesis on active learning for imbalanced data sets

动手编写神经网络引擎

Project of the paper "Sound Event Detection for Human Safety and Security in Noisy Environments".