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+---
+date: 2020-01-14 00:10
+description: Short code snippet for converting between PIL image and NumPy arrays.
+tags: Code-Snippet, Tutorial
+---
+
+# Converting between image and NumPy array
+
+```python
+import numpy
+import PIL
+
+# Convert PIL Image to NumPy array
+img = PIL.Image.open("foo.jpg")
+arr = numpy.array(img)
+
+# Convert array to Image
+img = PIL.Image.fromarray(arr)
+```
+
+
+## Saving an Image
+
+```python
+try:
+    img.save(destination, "JPEG", quality=80, optimize=True, progressive=True)
+except IOError:
+    PIL.ImageFile.MAXBLOCK = img.size[0] * img.size[1]
+    img.save(destination, "JPEG", quality=80, optimize=True, progressive=True)
+```