Update README.md (#295)

README.md

@@ -12,7 +12,7 @@
 GraphTrace is a Python library that leverages machine learning to automatically correct splits in fragmented neuron segmentations from whole-brain images. A demo Jupyter notebook is provided to showcase the process: it loads fragmented neuron segments from a predicted segmentation and corrects them using GraphTrace. You can also use the provided code to train a deep learning model and evaluate it against ground truth data.
 
 <p>
-  <img src="imgs/result.png" width="1200" alt="Example of before and after run obtained with GraphTrace">
+  <img src="imgs/result.png" width="900" alt="Example of before and after run obtained with GraphTrace">
 </p>
 
 Briefly describe inference pipeline, to do...
@@ -23,6 +23,10 @@ Briefly describe inference pipeline, to do...
 - Graph Neural Network (GNN) Inference: Predicts whether to accept or reject proposals based on the generated features and graphical structure.
 - Graph Update: Integrates inference results by merging fragments corresponding to an accepted proposal.
 
+<p>
+  <img src="imgs/pipeline.png" width="900" alt="Visualization of split correction pipeline. See Inference section for description of each step.>
+</p>
+
 ## Inference
 
 To do...