trying to get a custom tensorFlowJS model to work in JS but getting error with the shape, kindly note that the model is already trained and converted to model.json but getting below error
Error: Error: Error in concat4D: Shape of tensors[1] (1,30,40,256) does not match the shape of the rest (1,15,20,832) along the non-concatenated axis 1.
below is the code:
const RGB = await imageToRgbaMatrix(imageUrl);
const model = await tf.loadLayersModel(modelUrl);
const ImageData = await tf.tensor([RGB]);
const predictions = model.predict(ImageData);
in brief i am trying to implement the tfjs model (model.json) with binary file with it gives:
Error in concat4D: Shape of tensors[1] (1,30,40,256) does not match the shape of the rest (1,15,20,832).