Thank you for sharing in the OpenVINO™ community! Steps to install OpenVINO™ Deep Learning Workbench 2021.4.1.1 is available at the following page: “Select” your Calibration Dataset, Subset Size, Optimization Methods, and Calibration Schemes. “Select” the Optimization Method, and “Click” the Optimize button.Ģ. From the Project page, “Click” the Perform tab, then “Click” the Optimize Performance Tab. Steps to perform INT8 calibration using OpenVINO™ Deep Learning Workbench 2021.4.1.1 are:ġ. On another note, I was able to perform INT8 calibration with your model and your dataset using the OpenVINO™ Deep Learning Workbench 2021.4.1.1 ( Latest Tag We suggest you perform dataset reformatting into a flat hierarchy should resolve this issue. OpenVINO™ Deep Learning Workbench detects your dataset as inpainting/style transfer.īased on the development team’s response, the source of the problem is indeed the subfolder hierarchy in which you store your images.ĭuring the dataset validation process, OpenVINO™ Deep Learning Workbench utilizes Accuracy Checker's annotation converters to check the presence of all images relative to the specified image directory. I’m able to download the dataset and model that you shared in the previous post.įor your information, I was able to reproduce the same issue as you did when I upload your dataset to OpenVINO™ Deep Learning Workbench. If you want to save your time when loading original datasets into OpenVINO™ Deep Learning Workbench, you may refer to Cut Datasets for more information. The structure of the COCO dataset and the JSON file with annotations is available at the following page: You may download and import the COCO Dataset ( 2017 Val images and Train/Val annotations ) in OpenVINO™ Deep Learning Workbench to check whether the problem still exists. You may refer to the attachment below:Īlso, I’m able to perform INT8 calibration and Accuracy Checker as shown as follows: OpenVINO™ Deep Learning Workbench correctly detects COCO datasets as Object Detection, Instance Segmentation, Inpainting, Style Transfer. On another note, I have imported yolo-v4-tf (from Public Pre-Trained Models ), and COCO Dataset ( 2017 Val images and Train/Val annotations ) in OpenVINO™ Deep Learning Workbench. It is an empty folder and I could not find any dataset or model.Ĭould you please re-attach your dataset and model for us to replicate your issue from our side? Thank you for reaching out to us and thank you for using OpenVINO™ Deep Learning Workbench!
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