Replace README.md

README.md

-The source code will be available once the paper is accepted at ICIP 2022.
+### memAE
+
+This is an official implementation of paper "Unsupervised and Adaptive Perimeter Intrusion Detector", at ICIP 2022. 
+
+
+#### Requirements
+
+- PyTorch == 1.4.0
+
+- Python==3.7.6
+
+- `./requirement.sh`
+
+#### Prepare dataset
+
+```pyth
+prepare_data.sh dataset datapath
+dataset: i_LIDS
+datapath: the path that you want to save the data, i.e., ./dataset/i_LIDS/
+```
+
+#### Train the model
+
+```pyth
+Run python Train.py with parameters like dataset, frame length, width, etc.
+```
+
+#### Evaluate the model
+
+```pyth
+python Testing.py
+dataset: i_LIDS
+datapath: the path that you saved the data
+version: experiment version
+ckpt: the checkpoint step
+expdir: the path that you saved the model checkpoint
+```
+
+Note: The code will be cleaned and commented soon.
+
+
+
+
+