Hello! I'm trying to create pipeline with several neural networks and one of them must be text-detection model.
The sequence of tasks I want to implement is somthing like that:
- human detection (pedestrian-detection-adas-0002 or person_detection_retail_0013 - the first works better for my task now). The cropped image based on the output of this node will be the input for other models running in parallel.
- Next node is text detection model, that crops detected bbox and sends it to pytesseract module
- Another model working with text detection in parallel (for example, trained yolo4tiny network for medical masks detection).
The problem I faced is the compability of blobs created with different OpenVino versions. EAST model in the gen2-ocr example doesn't work with models compiled with OpenVino 2021.2 and I cannot find something useful in openvino pretrained models zoo (I tried to use horizontal_text_detection_0001 model for Myriad, but as for Intel support - It cannot be compiled for Myriad VPU due to some layers are not implemented).
Can You advise me where to find pre-trained EAST model or something equal that can be compiled to required OpenVino version blob?