Grounding DINO Zero-Shot Evaluation

Installation

To use GroundingDINO, run the dinosetup.sh script in the root evaluations directory. This will install the model relative to the evaluations directory and download the model weights.

Usage

You can use Grounding DINO to test whether Grounding DINO can effectively label a specified class in your Roboflow dataset.

To evaluate your data using Grounding DINO, run the dino_example.py file with the following arguments:

python3 examples/dino_example.py --eval_data_path=<path_to_eval_data> \ 
--roboflow_workspace_url=<workspace_url> \ 
--roboflow_project_url<project_url> \ 
--roboflow_model_version=<model_version> \
--config_path=<path_to_dino_config_file> \
--weights_path=<path_to_dino_weights_file>