Step CV-Pipeline: model_test

At this stage CV Pipeline Model_Test is executed:

• extracting artifacts from the packaged BentoArchive (from the model_pack component);
• testing the packed model's inference on a test image;
• comparison of the result of the inferences of the packed model in BentoArchive and the model from the model_train component

Input data for step CV-Pipeline: model_test

• coco_test_dataset Dataset for detector testing from data_prep step
• obj_detect_inference_files Detector files from train step
• bento_service BentoArchive file from pack step

How to run a step CV-Pipeline: model_test

clone the repository: model_test

git clone --recurse-submodules https://github.com/4-DS/obj_detect_binary-model_test.git
cd obj_detect_binary-model_test

run step CV-Pipeline: model_test

python step.dev.py

or

step.prod.py