Quick-Draw-Recognizer
Objective
Training a neural network to predict the canvas drawing drawn by the user.
Work Flow and Frameworks Involved
- Frontend- Angular
- Model Training- PyTorch
- Backend And API- JavaScript and Flask
- Server-Side Development - Nginx and AWS
Results
Dataset Creation
Links for downloading the datasets
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Training Dataset - https://autonise-my.sharepoint.com/:u:/r/personal/pragya_autonise_com/Documents/StudentsShare/Internship/QuickDraw/GoogleDataImages_train.zip?csf=1&web=1&e=lC7Y9e
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Testing Dataset - https://autonise-my.sharepoint.com/:u:/r/personal/pragya_autonise_com/Documents/StudentsShare/Internship/QuickDraw/GoogleDataImages_test.zip?csf=1&web=1&e=Bhvs8C
Clone This Repository
git clone https://github.com/Apurvashelar/Quick-Draw-Recognizer---frontend
cd quick-draw recognizer
Quick-Draw Recognizer Game is a game in which the model recognises the image drawn by user.
Live at: http://3.217.150.177/