Update README.MD

Boyiliee · web-flow · commit f4435cff2db5 · 2021-11-20T10:01:42.000-05:00
diff --git a/README.MD b/README.MD
@@ -1,9 +1,66 @@
+## Language-driven Semantic Segmentation 
+
+## Usage
+### Installation
+Option 1: 
+
+``` pip install -r requirements.txt ```
+
+Option 2: 
+```
+conda install ipython
+pip install torch==1.7.1 torchvision==0.8.2 torchaudio==0.7.2
+pip install git+https://github.com/zhanghang1989/PyTorch-Encoding/
+pip install pytorch-lightning==1.3.5
+pip install opencv-python
+pip install imageio
+pip install ftfy regex tqdm
+pip install git+https://github.com/openai/CLIP.git
+pip install altair
+pip install streamlit
+pip install --upgrade protobuf
+pip install timm
+pip install tensorboardX
+pip install matplotlib
+pip install test-tube
+pip install wandb
+```
+
+### Running interactive app
+``` streamlit run lseg_app.py ```
+
+### Training
+``` bash train.sh ```
+
+### Testing
+``` bash test.sh ```
+
+### Model Zoo
+<table>
+  <thead>
+    <tr style="text-align: right;">
+      <th></th>
+      <th>name</th>
+      <th>url</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>0</th>
+      <td>Model for demo</td>
+      <td><a href="https://drive.google.com/file/d/1ayk6NXURI_vIPlym16f_RG3ffxBWHxvb/view?usp=sharing">download</a></td>
+    </tr>
+  </tbody>
+</table>
+
+If you find this repo useful, please cite:
+```
+
+```
+
+## Acknowledgement
 Thanks to the code base from:
 1. DPT: https://github.com/isl-org/DPT 
 2. Pytorch_lightning: https://github.com/PyTorchLightning/pytorch-lightning 
 3. Clip: https://github.com/openai/CLIP 
 4. Pytorch Encoding: https://github.com/zhanghang1989/PyTorch-Encoding 
-
-
-
-Model for demo: https://drive.google.com/file/d/1ayk6NXURI_vIPlym16f_RG3ffxBWHxvb/view?usp=sharing
