diff --git a/Sources/App/CapServer.swift b/Sources/App/CapServer.swift
index 9803806..2c77fd2 100644
--- a/Sources/App/CapServer.swift
+++ b/Sources/App/CapServer.swift
@@ -10,6 +10,8 @@ final class CapServer {
     /// The file where the database of caps is stored
     private let dbFile: URL
     
+    private let classifierVersionFile: URL
+    
     private let fm = FileManager.default
     
     // MARK: Caps
@@ -41,6 +43,7 @@ final class CapServer {
     init(in folder: URL, writers: [String]) throws {
         self.imageFolder = folder.appendingPathComponent("images")
         self.dbFile = folder.appendingPathComponent("caps.json")
+        self.classifierVersionFile = folder.appendingPathComponent("classifier.version")
         self.writers = Set(writers)
         
         var isDirectory: ObjCBool = false
@@ -137,23 +140,6 @@ final class CapServer {
         }
         return try countImages(in: f)
     }
-    
-    // MARK: Names
-
-    func set(name: String, for capId: Int) throws {
-        guard var cap = caps[capId] else {
-            let url = server.folder(of: capId)
-            if !fm.fileExists(atPath: url.path) {
-                try fm.createDirectory(at: url, withIntermediateDirectories: false)
-            }
-            caps[capId] = Cap(id: capId, name: name, count: 0, mainImage: 0, classifierVersion: nextClassifierVersion)
-            log("Added cap \(capId)")
-            return
-        }
-        cap.name = name
-        caps[capId] = cap
-        log("Set name for cap \(capId)")
-    }
 
     // MARK: Images
     
@@ -209,6 +195,7 @@ final class CapServer {
         }
         var cap = cap
         cap.count = 0
+        cap.classifierVersion = nextClassifierVersion
         caps[cap.id] = cap
         log("Added cap \(cap.id) '\(cap.name)'")
     }
@@ -228,4 +215,40 @@ final class CapServer {
         caps[existingCap.id] = updatedCap
         log("Updated cap \(existingCap.id)")
     }
+    
+    func updateClassifierCaps(from url: URL) {
+        guard fm.fileExists(atPath: url.path) else {
+            return
+        }
+        let content: String
+        do {
+            content = try String(contentsOf: url)
+        } catch {
+            log("Failed to read classifier training result file: \(error)")
+            return
+        }
+        guard let version = readClassifierVersionFromDisk() else {
+            return
+        }
+        
+        let trainedCaps = content
+            .components(separatedBy: "\n")
+            .compactMap(Int.init)
+        
+        for cap in trainedCaps {
+            if caps[cap]?.classifierVersion == nil {
+                caps[cap]?.classifierVersion = version
+            }
+        }
+    }
+    
+    private func readClassifierVersionFromDisk() -> Int? {
+        do {
+            let content = try String(contentsOf: classifierVersionFile)
+            return Int(content)
+        } catch {
+            log("Failed to read classifier version file: \(error)")
+            return nil
+        }
+    }
 }
diff --git a/Sources/App/routes.swift b/Sources/App/routes.swift
index 71ddc3e..c12cc0c 100755
--- a/Sources/App/routes.swift
+++ b/Sources/App/routes.swift
@@ -39,4 +39,11 @@ func routes(_ app: Application) throws {
         let data = Data(buffer: buffer)
         try server.save(image: data, for: cap)
     }
+    
+    // Update the classifier versions from file on disk
+    app.getCatching("refresh") { _ in
+        let url = URL(fileURLWithPath: app.directory.resourcesDirectory)
+            .appendingPathComponent("classifier.trained")
+        server.updateClassifierCaps(from: url)
+    }
 }