model_api
model_api copied to clipboard
openvinotoolkit
# What does this PR do? This PR ports https://github.com/openvinotoolkit/model_api/pull/174 to cpp
## Improve code quality Add pre-commit hooks ### Python - Enforce typing - Enforce docstring eg- https://github.com/openvinotoolkit/anomalib/blob/main/.pre-commit-config.yaml ### CPP for cpp - https://github.com/pocc/pre-commit-hooks
# What does this PR do? Fixing accuracy results with openvino adapter when sending multiple requests Fixes # (issue) Symptoms were with identical results returned for different sequential requests ##...
- Need to extend number the OMZ models which are converted with additional information provided for Model API (such as "labels"). - Examples of such conversion is here: - https://github.com/openvinotoolkit/open_model_zoo/blob/master/models/public/yolo-v4-tf/model.yml...
- Contribute the Model API-friendly export into the Ultralytics repo. The vanilla OV export already exists there. - Implement YOLOv8/YOLOv5 model objects in the Model API - Add sample
- Some model types are defined with capital case, some with lower case and some use mixed (e.g. "Classification", "CTPN", "MaskRCNN")
There are a lot of undesired and confusing warnings when the model is being downloaded from OMZ. We need to suppress them. Ideally, we need only some progress bar to...
- Implement .to(device: str), .half(), and .bf16() methods to control the execution device and convertion to FP16. - Should work only for local inference - "precision" should be removed from...