Caught typo in upload logic. Add export step to train
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@ -21,4 +21,8 @@ if [[ "${JSON}" != *"{"* ]]; then
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exit 1
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fi
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if [ -f ./scripts/claim_mail.sh ]; then
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bash ./scripts/claim_mail.sh "${JSON}"
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fi
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bash ./scripts/train.sh "${JSON}"
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@ -8,3 +8,4 @@ cd yolov5
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python -m venv env
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source env/bin/activate
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python -m pip install -r requirements.txt
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python -m pip install onnx
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@ -19,6 +19,8 @@ function fail () {
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-d "{\"meta\":\"${META}\"}" "${URL}"
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}
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trap 'fail $ID' ERR
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JSON="${1}"
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ID=$(echo $JSON | jq -r '.id')
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@ -62,3 +64,24 @@ fi
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python train.py --img 640 --batch 16 --epochs 300 --data "${FULLDEST}/data.yaml" --weights "${WEIGHTS}" --cache --project ../models/ --name "${ID}"
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if [ ! -f "../models/${ID}/weights/best.pt" ]; then
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fail "${ID}" "Error training model"
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rm -rf "${UNZIPPED}"
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rm "${DEST}"
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exit 3
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fi
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python export.py --weights "../models/${ID}/weights/best.pt" --include onnx
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if [ ! -f "../models/${ID}/weights/best.onnx" ]; then
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fail "${ID}" "Error exporting model"
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rm -rf "${UNZIPPED}"
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rm "${DEST}"
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exit 3
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fi
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MODELPATH=$(realpath "../models/${ID}/weights/best.onnx")
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curl -s -X POST \
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-F "model@${MODELPATH}" \
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"${YOLO_WEB_URL}/job/${ID}"
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@ -219,7 +219,7 @@ app.post('/', uploadZip.single('dataset'), async (req : Request, res : Response,
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req.setTimeout(0);
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if (typeof req.file === 'undefined' && req.file === null) {
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if (typeof req.file === 'undefined' || req.file === null) {
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console.error('No file in upload');
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return next('ERROR: Please upload dataset as zip file');
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}
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@ -273,7 +273,7 @@ app.post('/job/:id', uploadOnnx.single('model'), async (req : Request, res : Res
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req.setTimeout(0);
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if (typeof req.file === 'undefined' && req.file === null) {
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if (typeof req.file === 'undefined' || req.file === null) {
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console.error('No file in upload');
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return next('ERROR: Please model as ONNX file');
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}
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