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You need to download npz files corresponding to 20 classes my model used and store them in folder data. Create geometry out of your grease pencil drawing- intersecting strokes are okay Sketch in a completely natural way and let this tool create the exact shape you wanted. You could find my trained model at trained models/wholemodel_quickdraw Training | | | | ||-|:-:|:-:|:-:|| apple | book | bowtie | candle || cloud | cup | door | envelope ||eyeglasses | guitar | hammer | hat || ice cream | leaf | scissors | star || t-shirt | pants | lightning | tree | Trained models The table below shows 20 categories my model used: Here I only picked up 20 files for 20 categories Categories: The dataset used for training my model could be found at. The script and demo will be released soon Dataset When you want to stop drawing, press space againBelow is the demo by running the sript camera_app.py: When you are ready for drawing, you need to press space button. 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