/IAI-project2

This is the repo for THU IAI project 2(image classification and analyzation). Owned by Jingze Zhang.

Primary LanguagePython

Project 2: Implementing a Neural Network from Scratch

You can run the code by modifing the config files in the config directory to run different experiments.

Example:

python src/train.py logger.wandb.name=xxx  

This will run the training script with the specified wandb name.

Config can be modified in the config directory to change the hyperparameters, data, and model. And the src directory contains the implementation of the neural network and dataloader.

You can find the result of the experiments in the https://wandb.ai/ via the following links: https://wandb.ai/zhangjingze21/IAI-project2/

You need to process the dataset before you run my code. And you can also find the dataset via emailing me. My personal email is zhangjingze21@gmail.com

More details are contained in the tech report pdf file.