diff --git a/main.py b/main.py
index b138446..b4b20a2 100644
--- a/main.py
+++ b/main.py
@@ -1,9 +1,11 @@
 import sys
 import os
+import logging
 from package import app
 
 os.environ["GOOGLE_APPLICATION_CREDENTIALS"] = os.path.join(
     sys.path[0], 'package', 'key', 'photo_tagging_service.json')
 
 if __name__ == "__main__":
+    logging.info('Executing package...')
     sys.exit(app.run())
diff --git a/package/__init__.py b/package/__init__.py
index 1d1bce0..c43ec7e 100644
--- a/package/__init__.py
+++ b/package/__init__.py
@@ -1,5 +1,8 @@
 import os
 import sys
+import logging
+
+logging.basicConfig(level=logging.INFO)
 
 # Path Constants
 ROOT = sys.path[0]
@@ -7,6 +10,7 @@ PROCESSING_PATH = os.path.join(ROOT, 'package', 'processing')
 INPUT_PATH = os.path.join(PROCESSING_PATH, 'input')
 TEMP_PATH = os.path.join(PROCESSING_PATH, 'temp')
 OUTPUT_PATH = os.path.join(PROCESSING_PATH, 'output')
+logging.info('Path Constants Built.')
 
 # Extension Constants
 RAW_EXTS = [
diff --git a/package/app.py b/package/app.py
index df30670..e77d7ec 100644
--- a/package/app.py
+++ b/package/app.py
@@ -1,8 +1,16 @@
-import io, sys, os, time, rawpy, imageio, progressbar, shutil
+import io
+import sys
+import os
+import time
+import rawpy
+import imageio
+import progressbar
+import shutil
+import logging
 
-from .xmp import XMPParser
 from google.cloud import vision
 
+from .xmp import XMPParser
 from .process import FileProcessor
 from . import INPUT_PATH, TEMP_PATH, OUTPUT_PATH, PROCESSING_PATH
 from . import RAW_EXTS, LOSSY_EXTS
@@ -15,16 +23,6 @@ from . import RAW_EXTS, LOSSY_EXTS
 
 # Driver code for the package
 def run():
-    # Ensure that 'input' and 'output' directories are created
-    if not os.path.exists(INPUT_PATH):
-        print('Input directory did not exist, creating and quitting.')
-        os.makedirs(INPUT_PATH)
-        return
-
-    if not os.path.exists(OUTPUT_PATH):
-        print('Output directory did not exist. Creating...')
-        os.makedirs(OUTPUT_PATH)
-
     # Client
     client = vision.ImageAnnotatorClient()
 
@@ -43,33 +41,9 @@ def run():
             ext = ext.lower().strip('.')
             # Raw files contain their metadata in an XMP file usually
             if ext in RAW_EXTS:
-                # Get all possible files
-                identicals = [possible for possible in files
-                            if possible.startswith(os.path.splitext(file)[0])
-                            and not possible.endswith(os.path.splitext(file)[1])
-                            and not possible.upper().endswith('.XMP')]
-
-                # Alert the user that there are duplicates in the directory and ask whether or not to continue
-                if len(identicals) > 0:
-                    print('Identical files were the directory, continue?')
-                    print(',\n\t'.join(identicals))
-
-                xmps = [possible for possible in files
-                        if possible.startswith(os.path.splitext(file)[0])
-                        and possible.upper().endswith('.XMP')]
-
-                # Skip and warn if more than 1 possible files, user error
-                if len(xmps) > 1:
-                    print('More than 1 possible XMP metadata file for \'{}\'...'.format(file))
-                    print(',\n'.join(['\t{}'.format(possible) for possible in xmps]))
-                # Zero possible files, user error, likely
-                elif len(xmps) <= 0:
-                    print('No matching XMP metadata file for \'{}\'. skipping...'.format(file))
-                # Process individual file
-                else:
-                    print('Processing file {}, \'{}\''.format(index + 1, xmps[0]), end=' | ')
-                    file = FileProcessor(file, xmps[0])
-                    file.run(client)
+                print('Processing file {}, \'{}\''.format(index + 1, xmps[0]), end=' | ')
+                file = FileProcessor(file, xmps[0])
+                file.run(client)
             elif ext in LOSSY_EXTS:
                 print('Processing file {}, \'{}\''.format(index + 1, file), end=' | ')
                 file = FileProcessor(file)
diff --git a/package/process.py b/package/process.py
index 1a68683..6cdc2e9 100644
--- a/package/process.py
+++ b/package/process.py
@@ -32,19 +32,14 @@ class FileProcessor(object):
         rgb.close()
 
         # Information on file sizes
-        print("Raw Size: {} {}".format(*self._size(os.path.join(INPUT_PATH, self.file_name))), end=' | ')
-        print("Resave Size: {} {}".format(*self._size(self.temp_file_path)), end=' | ')
         pre = os.path.getsize(self.temp_file_path)
         self._optimize(self.temp_file_path)
         post = os.path.getsize(self.temp_file_path)
-        print("Optimized Size: {} {} ({}% savings)".format(*self._size(self.temp_file_path), round((1.0 - (post / pre)) * 100), 2) )
     
     def basicOptimize(self):
         pre = os.path.getsize(os.path.join(INPUT_PATH, self.file_name))
         self._optimize(os.path.join(INPUT_PATH, self.file_name), copy=self.temp_file_path)
         post = os.path.getsize(self.temp_file_path)
-        print("Optimized Size: {} {} ({}% savings)".format(*self._size(self.temp_file_path), round((1.0 - (post / pre)) * 100), 2) )
-
 
     def run(self, client):
         try: