Gemma 3 4B Fine-Tuned for Object Detection

Detected License Plates (Sample 1)	Detected License Plates (Sample 2)

Model Details

Model Description

• Developed by: Aritra Roy Gosthipaty and Sergio Paniego
• Finetuned from model: gemma-3-4b-pt

Model Sources

• Repository:
• HF Space:
• Collection:
• Dataset:

Uses

1. Configuration (config.py): All major parameters are centralized here. Before running any script, review and adjust these settings as needed.
2. Training (train.py): This script handles the fine-tuning process.
3. Running inference (infer.py): Run this to visualize object detection.

Citation

@misc{gosthipaty_gemma3_object_detection_2025,
  author = {Aritra Roy Gosthipaty and Sergio Paniego},
  title = {Fine-tuning Gemma 3 for Object Detection},
  year = {2025},
  publisher = {GitHub},
  journal = {GitHub repository},
  howpublished = {\url{https://github.com/ariG23498/gemma3-object-detection.git}}
}