1D ResNet50 Sequence Modeling Example

This project demonstrates a 1D ResNet50 model for sequence data using PyTorch. (see Model/resnet50.py)

File Structure

ResNet50_1D/
├─ main.ipynb
├─ main.py
├─ Model
│  └─ resnet50.py
├─ README.md
└─ requirements.txt

Requirements

• Python 3.8+
• PyTorch
• numpy

Usage

Clone the repository and open main.ipynb or main.py, you will see the demo how:

• Generating pseudo input
• Initializing and training the model
• Testing the model