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Wrong channel ordering for inputs of multiple Image recognition models? #400

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ermolenkodev opened this issue Jun 2, 2022 · 0 comments
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Wrong channel ordering for inputs of multiple Image recognition models? #400

ermolenkodev opened this issue Jun 2, 2022 · 0 comments
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ImageRecognitionModel.predictObject is a common method for all classification models, and it contains a hardcoded conversion of an input image to BGR format. Meanwhile, most of the models in ModelHub requires input in image in RGB format which is a cause of a drop of classification accuracy.

We should further investigate this issue. If it's indeed an error, we should fix the input format for models that require RGB input, and also input format should be explicitly documented for each model in ModelHub.
@ermolenkodev ermolenkodev added the bug Something isn't working label Jun 2, 2022
@ermolenkodev ermolenkodev self-assigned this Jun 2, 2022
ermolenkodev added a commit to ermolenkodev/KotlinDL that referenced this issue Jun 8, 2022
@ermolenkodev
Fix channels ordering for classification models (Kotlin#400)
3b75c0b
ermolenkodev added a commit to ermolenkodev/KotlinDL that referenced this issue Jun 23, 2022
@ermolenkodev
Fix channels ordering for classification models (Kotlin#400)
3be4295
ermolenkodev added a commit to ermolenkodev/KotlinDL that referenced this issue Jun 23, 2022
@ermolenkodev
Add comment for an inputColorMode field (Kotlin#400)
9ade4dd
ermolenkodev added a commit to ermolenkodev/KotlinDL that referenced this issue Jul 12, 2022
@ermolenkodev
Fix channels ordering for classification models (Kotlin#400)
fc8f349
ermolenkodev added a commit to ermolenkodev/KotlinDL that referenced this issue Jul 12, 2022
@ermolenkodev
Add comment for an inputColorMode field (Kotlin#400)
e89f88a
ermolenkodev added a commit that referenced this issue Jul 12, 2022
@ermolenkodev
Fix channels ordering for classification models (#400) (#401)
7a9d212 
* Fix channels ordering for classification models (#400)

* Add comment for an inputColorMode field (#400)
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