rozeappletree

// ----------------------------------------------------------------------------------------
// ---------------------------[ Helpers start ]---------------------------------------------
// ----------------------------------------------------------------------------------------

/**
 * USAGE: `img = capture(i.toString())` where `i` is INT
 * Captures a frame from the webcam and normalizes it between -1 and 1.
 * Returns a batched image (1-element batch) of shape [1, w, h, c].
 */
async function getImage(imgId) {

rozeappletree

// modify the pre-trained mobilenet.
// freezes layers to train only the last couple of layers
async function getModifiedMobilenet()
{
  // freezes mobilenet layers to make them untrainable
  // just keeps final layers trainable with argument trainableLayers
  async function freezeModelLayers(trainableLayers,mobilenetModified)
  {
    for (const layer of mobilenetModified.layers) 

rozeappletree

#FROM alpine:latest
#RUN apk add --no-cache --update python3.6

#WORKDIR /app

#COPY . /app
#RUN pip3 install -r requirements.txt

#EXPOSE 4000

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rozeappletree