fix pasted images

README.md

@@ -21,11 +21,11 @@ All images are greyscale scans converted to RGB. Preprocessing applied before em
 
 ### Class Distribution
 
-![[Pasted image 20260419225937.png|559]]  
-![[Pasted image 20260419230216.png|296]]
+![Class Distribution Graph](tabacco3482_benchmarks/figures/class_distribution_graph.png) 
+![Class Distribution](tabacco3482_benchmarks/figures/class_distribution.png)
 #### Image Sample
 
-![[Pasted image 20260419230241.png|697]]
+![Class Samples](tabacco3482_benchmarks/figures/class_samples.png)
 
 ---
 ## Models Evaluated
@@ -113,7 +113,7 @@ PCA post-processing (mean-centering → PCA whitening → L2 re-normalisation) w
 
 ## Results
 
-![[Pasted image 20260419230643.png]]
+![Results](tabacco3482_benchmarks/figures/results.png)
 
 Best classification accuracy: SigLIP SO400M (patch14-384) + postprocess
 Best kNN: SigLIP SO400M (patch14-384)