| # The ImageTensorGenerator |
| |
| The `ImageTensorGenerator` is a program for pre-processing a .jpg image before generating a .raw tensor file from it. |
| |
| Build option: |
| To build ModelAccuracyTool, pass the following options to Cmake: |
| * -DBUILD_ACCURACY_TOOL=1 |
| |
| |Cmd:||| |
| | ---|---|---| |
| | -h | --help | Display help messages | |
| | -f | --model-format | Format of the intended model file that uses the images.Different formats have different image normalization styles.Accepted values (tflite) | |
| | -i | --infile | Input image file to generate tensor from | |
| | -o | --outfile | Output raw tensor file path | |
| | -z | --output-type | The data type of the output tensors.If unset, defaults to "float" for all defined inputs. Accepted values (float, int or qasymm8) |
| | | --new-width |Resize image to new width. Keep original width if unspecified | |
| | | --new-height | Resize image to new height. Keep original height if unspecified | |
| | -l | --layout | Output data layout, "NHWC" or "NCHW". Default value: NHWC | |
| |
| Example usage: <br> |
| <code>./ImageTensorGenerator -i /path/to/image/dog.jpg -o /output/path/dog.raw --new-width 224 --new-height 224</code> |
