This is a CLIP model of size Large that finetuned with Remote Sensing data, namely using image captioning datasets.

The original weights are from openai/clip-vit-large-patch14.

This model was finetuned with the typical contrastive learning objective to train CLIP models.

Training Data:

The model may inherit the biases and limitations from the original CLIP weights.

While being trained with Remote Sensing data, it can still be limited to downstream applications of this domain, due to the nature of the training data (images of low resolution, descriptions that are too short, can contain mistakes, or are overly generic.)

Your typical huggingface interface for CLIP Models: https://huggingface.co/docs/transformers/model_doc/clip#transformers.CLIPModel

This model was developed with regards to the following work. If useful, please cite us at:

João Daniel Silva - https://github.com/DannielSilva