The dataset is currently empty. Upload or create new data files. Then, you will be able to explore them in the Dataset Viewer.
🧠 DL & GenAI NPPE 1 – Age & Gender Prediction Dataset
This dataset is linked to the project Maffffffffy/mafrin07_dlgenai-nppe on Hugging Face Spaces.
It serves as the backing dataset for model inference and TrackIO logging for the Deep Learning & Generative AI NPPE 1 assignment (Term 2, 2025).
📘 Project Overview
The project predicts Age (regression) and Gender (classification) from facial images using PyTorch Lightning and ResNet-18.
- Architecture: Finetuned ResNet-18
- Outputs:
age→ continuous (0–80 years)gender→ categorical (0 = Female,1 = Male)
- Training data: Provided via the course Kaggle competition
- Evaluation metric: Harmonic mean of Macro F1 and nRMSE
🧩 Contents
This dataset is used to store metadata, logs, and configurations associated with:
- Model versioning (weights and hyperparameters)
- TrackIO logging artifacts
- Optional inference examples
📎 Links
- 🧠 Hugging Face Space: Maffffffffy/mafrin07_dlgenai-nppe
- 🏆 Kaggle Notebook: https://www.kaggle.com/code/mafrin07/dlnppe1
📬 Author
Mafrin S (23F2001933)
Department of Data Science, IIT Madras
Email: 23f2001933@ds.study.iitm.ac.in
- Downloads last month
- 2