This repository is for TensorFlow's Object Detection API to train an object detection classifier for multiple objects on Ubuntu. It was originally written using TensorFlow version 1.5, but will also work for newer versions of TensorFlow. I careated a new dataset with 6 categories images(Book, Mug, Water Bottle, Cent, SmartPhone, Wallet) using my smartphone camera. After traing, I used my laptop's webcam for detections.
- Protobuf 3.0.0
- Python-tk
- Pillow 1.0
- lxml
- tf Slim (which is included in the "tensorflow/models/research/" checkout)
- Matplotlib
- Tensorflow (>=1.12.0)
- Cython
- contextlib2
- ssd_mobilenet_v1_coco