BLIP Fine-tuned on Car Damage Captioning
This is a BLIP (Bootstrapped Language-Image Pretraining) model that has been fine-tuned on a car damage image captioning dataset.
The model is based on:
➡️ Salesforce/blip-image-captioning-base
and fine-tuned on the dataset from:
📌 Model Description
This model takes an input image of a car (possibly damaged) and generates a descriptive caption.
It was fine-tuned to better understand damage patterns, parts of cars, and limitations of base BLIP in this domain.
Input
An image of a car (JPEG/PNG).
Output
A textual caption describing the image content, particularly focusing on:
- Damage types
- Damaged parts
- Severity hints
📂 Dataset
It contains car images labeled with human-written captions that describe damage.
🧠 Fine-tuning
This model was fine-tuned starting from: ➡️ Salesforce/blip-image-captioning-base
