SJSU Senior Project
KittiSeg -- Street Segmentation Tools, you do not need to use it for image prediction (Image pre-processing) LabelImg -- Image Labelling Tools, you do not need it for image prediction (Image Labeling, used to train the model) models -- Used for image prediction object_detection -- Not needed for image prediction (configuration files) protoc & sip -- Not needed for image prediction (configuration files) src.zip -- Android APP
Instructions to do garbage prediction:
Download and install Tensorflow GPU version https://www.tensorflow.org/install/install_windows Follow the instructions to install all the dependencies https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/installation.md Download the “model” folder from the github link we shared Go to model/research/object_detection Open the Garbage_detection.ipynb with jupyter notebook, run all cells to see the prediction results. You can change the images from model/research/object_detection/test_images If you want to do real-time video analysis, open video_obj with python
Instructions to use dashboard: install express on computer. Download the zip file and extract. Build the files on express localhost. At indext page, select actions. Read notice before flight.