Onnx2tf

1. Content and background
- FastestDet.onnx
https://github.com/PINTO0309/onnx2tf/releases/download/1.1.28/fastestdet.onnx

- MODNet.onnx
https://github.com/DeepranjanG/Image_Background_Removal
https://github.com/DeepranjanG/Image_Background_Removal/raw/main/pretrained/modnet.onnx

2. Issue number (only if there is a related issue)
- [[FastestDet] ValueError: Exception encountered when calling layer "tf.nn.convolution_4" (type TFOpLambda) 27](https://github.com/PINTO0309/onnx2tf/issues/27)

- [[MODNet] Dimensions must be equal, but are 15 and 1280 for '{{node tf.math.multiply_17/Mul}} = Mul[T=DT_FLOAT](Placeholder, Placeholder_1)' with input shapes: [1,15,20,1280], [1,1280,15,20] 37](https://github.com/PINTO0309/onnx2tf/issues/37)

- https://github.com/ENOT-AutoDL/onnx2torch/discussions/99

What's Changed
* [Experimental] Automatic transposition of input values (valid only if immediately preceding is "Conv") by PINTO0309 in https://github.com/PINTO0309/onnx2tf/pull/36


**Full Changelog**: https://github.com/PINTO0309/onnx2tf/compare/1.1.46...1.2.0

- `MaxPool`
- [Yolov7 problem with detection coordinates 34](https://github.com/PINTO0309/onnx2tf/issues/34)
- [[YOLOv7] Bug fixes for MaxPool's pad 35](https://github.com/PINTO0309/onnx2tf/pull/35)

What's Changed
* [YOLOv7] Bug fixes for MaxPool's pad by PINTO0309 in https://github.com/PINTO0309/onnx2tf/pull/35


**Full Changelog**: https://github.com/PINTO0309/onnx2tf/compare/1.1.45...1.1.46

- `BatchNormalization`
- opset=9, Support for Variable scale,B,mean,var
- [[TUNIT] conversion error, TypeError: 'Variable' object is not iterable](https://github.com/PINTO0309/onnx2tf/issues/32)
- https://github.com/onnx/onnx-tensorflow/issues/693
- https://github.com/clovaai/tunit
- Support for DETR

What's Changed
* BatchNormalization opset=9, Support for Variable scale,B,mean,var by PINTO0309 in https://github.com/PINTO0309/onnx2tf/pull/31


**Full Changelog**: https://github.com/PINTO0309/onnx2tf/compare/1.1.44...1.1.45

- `ConvTranspose`
- ConvTranspose for variable batches
- https://github.com/onnx/onnx-tensorflow/issues/683

**Full Changelog**: https://github.com/PINTO0309/onnx2tf/compare/1.1.43...1.1.44

- Change package deploy permission in GitHub Actions
- Third try


ERROR: failed to solve: unexpected status: 403 Forbidden
Error: buildx call failed with: ERROR: failed to solve: unexpected status: 403 Forbidden


**Full Changelog**: https://github.com/PINTO0309/onnx2tf/compare/1.1.42...1.1.43

- Change package deploy permission in GitHub Actions
- [Problem with the docker image 30](https://github.com/PINTO0309/onnx2tf/issues/30)
- https://docs.github.com/en/packages/managing-github-packages-using-github-actions-workflows/publishing-and-installing-a-package-with-github-actions#publishing-a-package-using-an-action

yaml
docker-deploy:
runs-on: ubuntu-latest
needs: pypi-deploy
permissions:
contents: read
packages: write
steps:
- name: Git checkout
uses: actions/checkoutv3
- name: Enable buildx
uses: docker/setup-buildx-actionv2
- name: Log in to the Container registry
uses: docker/login-actionf054a8b539a109f9f41c372932f1ae047eff08c9
with:
registry: ${{ env.REGISTRY }}
username: ${{ github.actor }}
password: ${{ secrets.GITHUB_TOKEN }}
- name: Extract metadata (tags, labels) for Docker
id: meta
uses: docker/metadata-action98669ae865ea3cffbcbaa878cf57c20bbf1c6c38
with:
images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}
- name: Build and push Docker image
uses: docker/build-push-actionad44023a93711e3deb337508980b4b5e9bcdc5dc
with:
context: .
push: true
tags: ${{ steps.meta.outputs.tags }}
labels: ${{ steps.meta.outputs.labels }}