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Pre-trained Deep Learning models and demos (high quality and extremely fast)

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i tried on both ways using fp16/fp32: 1. omz_downloader --name resnet-50-tf --precisions FP32-INT8 --output_dir resnet-tf-int8 Facing issue: (resnet50-INT8) C:\Users\vivek\openvino\resnet50-INT8-omz\open_model_zoo\tools\model_tools>omz_downloader --name resnet-50-tf --precisions FP32-INT8 --output_dir resnet-tf-int8 ################|| Downloading resnet-50-tf ||################ ==========...

https://github.com/openvinotoolkit/open_model_zoo/tree/master/models/public/license-plate-recognition-barrier-0007#converted-model-1 says "shape: 1, 88". to me, it looks like "1, 20". a converted model, "public/license-plate-recognition-barrier-0007/FP32/license-plate-recognition-barrier-0007.xml", says: ``` 1 20 ``` it matches what i got with my test program....

Unable to convert the downloaded model. Error: ``` (openvino_env) (base) testuser@clftower:~/workspace$ omz_downloader --name resnet-50-pytorch ################|| Downloading resnet-50-pytorch ||################ ========== Downloading /home/testuser/workspace/public/resnet-50-pytorch/resnet50-19c8e357.pth ... 100%, 100100 KB, 32465 KB/s, 3 seconds passed...

Error: File "/home/intel/openvinoc/open_model_zoo/demos/action_recognition_demo/python/action_recognition_demo/result_renderer.py", line 155, in decode_output decoded_labels = [labels[i] if labels else str(i) for i in top_ind] ~~~~~~^^^ IndexError: list index out of range When running "action_recognition_demo" model using...

I am trying to download and convert the yolo-v4-tf model, but the conversion fails. Here is how you can reproduce the error (I am on a clean, fresh install of...

### Request Description I know how to reshape input shape, ```python model.reshape([1, 3, 1024, 1024]) ``` But, when I use open model zoo model `person-detection-0301`, this model's output max size...

enhancement
feature

c++ version of segmentation_demo does not produce segmentation mask. Mask is data is always all 0. python version with same model and input file produces proper segmentation mask. using OpenVINO...

sudo pip install openvino-dev Collecting openvino-dev Downloading openvino_dev-2024.4.0-16579-py3-none-any.whl.metadata (16 kB) Collecting defusedxml>=0.7.1 (from openvino-dev) Downloading defusedxml-0.7.1-py2.py3-none-any.whl.metadata (32 kB) Collecting networkx [20 lines of output] + /usr/bin/python3 /tmp/pip-install-rphzyant/numpy_6b92072fa0614902a4b1cd00cfe4ce18/vendored-meson/meson/meson.py setup /tmp/pip-install-rphzyant/numpy_6b92072fa0614902a4b1cd00cfe4ce18 /tmp/pip-install-rphzyant/numpy_6b92072fa0614902a4b1cd00cfe4ce18/.mesonpy-wfovnvg0...