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Updated on 2023-01-16 GMT+08:00
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What Do I Do If an Image Error Occurred During Model Training Using ExeML?

If an image classification or object detection algorithm of ExeML is used, after the labeled data is trained, the training result is an image error. Table 1 lists solutions to different errors.

Table 1 Image errors in image classification and object detection of ExeML

No.

Error Parameter

Error Description

Solution Parameter

Solution Description

1

load failed

The image cannot be decoded or restored.

ignore

The system has ignored this image. No manual operation is required.

2

tf-decode failed

The image cannot be decoded by TensorFlow or restored.

ignore

The system has ignored this image. No manual operation is required.

3

size over

The image size exceeded 5 MB.

resize to small

The system has compressed the image size to be less than 5 MB. No manual operation is required.

4

mode illegal

The image is not in RGB format.

convert to rgb

The system has converted the image to the RGB format. No manual operation is required.

5

type illegal

The file is not an image but can be converted to JPG.

convert to jpg

The system has converted the image to the JPG format. No manual operation is required.
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