blueoil
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blue-oil
Bring Deep Learning to small devices
In Blueoil, we can train with GCS input and save training results to GCS, but other operations (e.g. convert, evaluate...) are not supported with GCS input/output. ## Issues There are...
There is a subset of openimages (face). See: https://docs.blue-oil.org/tutorial/image_det.html#preparation I used this dataset and run build_tfds command to build TFDS, but I got the following error. ``` 'BBox coordinates should...
- [x] refactor codes which enable to be built almost of all operator's code without jinja template generator - [x] split `global.h` into `types.h` and `global.h`, some type definitions not...
## What this patch does to fix the issue. I converted the blueoil/network/classification/vgg16.py with the command line tool tf_upgrade_v2 to run on tensorflow2. Here's what I did: 1. install newest...
The variable `len` is `int`, but `%u` is used. This may cause UB(but the compiler doesn't say any errors or warnings. ref. [https://stackoverflow.com/questions/11303784/why-doesnt-gcc-wformat-warn-about-printf-d-on-an-unsigned-int](https://stackoverflow.com/questions/11303784/why-doesnt-gcc-wformat-warn-about-printf-d-on-an-unsigned-int)) We should use `%d` instead, or change...
There are unit tests but they are not run by CI. https://github.com/blue-oil/blueoil/tree/master/runtime#unit-tests
`Lookup` operator assumes that input data is normalized to `[0, 1]`. But it is not efficient: pre-processor divides input by 255. `func_Lookup` multiplies input by 255. It is totally waste......
### No tests There is no tests for `output_template/python` except run.py of e2e test. It is better to add tests as well as other python files (e.g. under `blueoil/`). ###...
Now we can update the pip packages for `output_template/python/requirements.txt` with python3. At the same time, we need to update the default packages on the devices on CI because `pip install`...
Blueoil inference doesn't work with python2 any longer. We need to update the pip packages for inference but enum34 package would be the block for some recent packages. Now the...