I built a local/offline prediction app using the ONNX weights and the inference Python library but the predictions are significantly different from those on the “Visualize” page. Example: Red = my app [Screenshot 2024-03-18 at 18.14.14] Anything I’m doing wrong? Code of the prediction app: imp…

@Emily in that thread you say that users should tile before sending to the inference server/model. I wanted to understand how tiling is done by Roboflow and it looks like it is done server-side. Could you please refer to the piece of code that does the tiling and un-tiling? Or is this proprietary co…

Hey @Jonas_Haag Are you using tiling as a preprocessing step while creating your dataset? If so, you can use the Inference Slicer utility from Supervision to replicate tiling. We also have this blog post on using SAHI (which is a tiling based inference technique)

Predictions with `inference` library are different from Visualize page

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Jonas_Haag March 18, 2024, 5:50pm 2

The answer might be in this post Locally depoloyed model gives different result from the hosted one - #2 by camerayuhang

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Predictions with `inference` library are different from Visualize page

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