siec neuronowa upgreade

src/neural_network.py

@@ -131,15 +131,53 @@ def testing(n, testingSamples, testingLabels):
 
 testing(digitNetwork,dig_test_images,dig_test_labels)
 
+record_cache = None
+def testCase(inputWord):
+    len = len(inputWord)
+    li = []
+    ourOwnDataset = []
+    word = ""
+    imgArray = imageio.imread(imageFileName, as_gray=True)
+    for i in len-2:
+        imgData = 255 - imgArray.reshape(784)
+        imgData = (imgData/255 * 0.99) + 0.01
+        word = word + recognizeLet(inputWord[i],imgData)
+    word = word + recognizeNum[inputWord[-2]]
+    word = word + recognizeNum[inputWord[-1]]
 
 
+    assert record_cache.shape == ourOwnDataset[0].shape
+    labelInput = np.asfarray(li)
+    #print(labelInput)
+    print('slowo: ', word)
+    pass
+
+def recognizeLet(let,imgData):
+    letters=['','a','b','c','d','e','f','g','h','i','j','k','l','m','n','o','p','q','r','s','t','u','v','w','x','y','z']
+    record = np.append(label,imgData)
+    label = np.argmax(outputs)
+    return letters[int(label)]
+
+def recognizeNum():
+    pass 
+
+    record = np.append(label,imgData)
+    #print('Record: ',record)
+    ourOwnDataset.append(record)
+    if record_cache is None:
+        record_cache = record
+    #print(ood[0])
+    li.append(label)
+    pass
 
 
+"""
 li = []
+#ourOwnDataset = np.asfarray(ood)
 ourOwnDataset = []
 
 record_cache = None
-for imageFileName in glob.glob('litery/?.png'):
+for imageFileName in glob.glob('cyfry/?.png'):
     label = int(imageFileName[-5:-4])
     print('loading...', imageFileName)
 
@@ -169,20 +207,20 @@ labelInput = np.asfarray(li)
 
 
 word = ""
-for item in range(0,5):
+for item in range(0,9):
     correctLabels = labelInput[item]
-    outputs = letterNetwork.query(ourOwnDataset[item][1:])
+    outputs = n.query(ourOwnDataset[item][1:])
     print(outputs)
 
     label = np.argmax(outputs)
-    print('label: ',label)
     #print('Network says: ', label)
     #labelString = np.array_str(label)
-    letters=['','a','b','c']
     word = word + str(label)
 
 print('slowo: ', word)
-print('yep')
+
+"""
+