update readme

Author: Study-is-happy

.gitignore

@@ -1,2 +1,3 @@
 __pycache__/
 /datasets
+/test_results

README.md

@@ -4,7 +4,7 @@ Official PyTorch implementation of paper:
 
 [NeuFlow v2: Push High-Efficiency Optical Flow To the Limit](NeuFlow_v2.pdf)
 
-Authors: [Zhiyong Zhang](https://www.linkedin.com/in/zhiyong-zhang-0772a0159/), [Huaizu Jiang](https://jianghz.me/), [Hanumant Singh](https://scholar.google.com/citations?user=1UEU5PEAAAAJ)
+Authors: [Zhiyong Zhang](https://www.linkedin.com/in/zhiyong-zhang-0772a0159/), [Aniket Gupta](https://scholar.google.com/citations?hl=zh-CN&user=arsUOq0AAAAJ), [Huaizu Jiang](https://jianghz.me/), [Hanumant Singh](https://scholar.google.com/citations?user=1UEU5PEAAAAJ)
 
 ## Installation (PyTorch >= 2.0 is required)
 
@@ -17,10 +17,13 @@ pip install numpy opencv-python
 
 ## Inference
 
+Inference uses our pretrained model, trained with multiple datasets, neuflow_mixed.pth.
 ```
 python infer.py
 ```
 
+<img src="example_result.jpg" width="600" >
+
 ## Datasets
 
 The datasets used to train and evaluate NeuFlow are as follows: