diff --git a/coastsnap/__init__.py b/coastsnap/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/coastsnap/__pycache__/utils.cpython-38.pyc b/coastsnap/__pycache__/utils.cpython-38.pyc
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index 0000000..ab2c253
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diff --git a/coastsnap/fonts/Courier New Bold.ttf b/coastsnap/fonts/Courier New Bold.ttf
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index 0000000..894c455
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diff --git a/coastsnap/fonts/Courier New.ttf b/coastsnap/fonts/Courier New.ttf
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diff --git a/coastsnap/fonts/Courier.ttf b/coastsnap/fonts/Courier.ttf
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diff --git a/coastsnap/fonts/Menlo.ttc b/coastsnap/fonts/Menlo.ttc
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diff --git a/coastsnap/fonts/SFNSText.ttf b/coastsnap/fonts/SFNSText.ttf
new file mode 100644
index 0000000..36aa17f
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diff --git a/coastsnap/photoshop_registration_all_sites.jsx b/coastsnap/photoshop_registration_all_sites.jsx
index 69b26e0..26a1bcc 100644
--- a/coastsnap/photoshop_registration_all_sites.jsx
+++ b/coastsnap/photoshop_registration_all_sites.jsx
@@ -1,21 +1,21 @@
-// TO DO
-
-// Create another script that can run
+// SCRIPT LOGIC
 // for site in sites:
     // for year in years:
         // register_images()
 
+
 // VARIABLE DEFINITIONS
+// images_to_register       =   All images to be registered for a given site and year (no target or seed)
+// batch_images_to_register =   Batch images to be registered (no target or seed)
+// batch_images_all         =   Target, seed and batch images to be registered 
 
-// images_to_register        = All images to be registered for a given site and year (no target or seed)
-// batch_images_to_register  = Batch images to be registered (no target or seed)
-// batch_images_all          = Target, seed and batch images to be registered 
 
-var batch_size = 10;
+var batch_size = 15;
 
 // Must use forwardslashes in filepath, not backslashes
 var batch_download_csv = File("C:/Users/z5079346/OneDrive - UNSW/Projects/Coastsnap_test/CoastSnap_Sites.csv")
 
+
 // retreive site names from batch_download.csv
 var csv_data=[];
 batch_download_csv.open('r');
@@ -26,8 +26,8 @@ while(!batch_download_csv.eof){
 batch_download_csv.close();
 var site_names = csv_data.toString().split(",")
 
-// Images parent directory
-var parent_folder_path = "C:/Users/z5079346/OneDrive - UNSW/Projects/Coastsnap_test/Images_Test";
+// Retrieve images parent directory from CoastSnap_Sites.csv
+var parent_folder_path = File(site_names[9]);
 
 var batch_images_to_register = []; // Used in exportLayersToPNG
 
@@ -88,6 +88,7 @@ function batch_register_images(batchIndex, site_path, site_name, images_to_regis
     }
 
     stackFiles(batch_images_all);
+    resizeLayers();
     lockTarget();
     selectAllLayers();
     autoAlign();
@@ -126,47 +127,74 @@ function imagesNotRegistered(site_images_all, photoshop_images) {
 function stackFiles(sFiles){  
 
     var loadLayersFromScript = true;  
-    
     var SCRIPTS_FOLDER =  decodeURI(app.path + '/' + localize('$$$/ScriptingSupport/InstalledScripts=Presets/Scripts')); 
-    
     $.evalFile( new File(SCRIPTS_FOLDER +  '/Load Files into Stack.jsx'));   
-    
     loadLayers.intoStack(sFiles, false);  
     
 };
 
+function resizeLayers() {
+
+    var doc = app.activeDocument;
+    var targetImage = app.activeDocument.artLayers.getByName("Target.jpg")
+    
+    // Retrieve Target image dimensions
+    var target_bounds = targetImage.bounds;
+    var target_width = target_bounds[2] - target_bounds[0];
+    var target_height = target_bounds[3] - target_bounds[1];
+    
+    // Update Target Image dimensions
+    var new_width = 1280;
+    preferences.rulerUnits = Units.PIXELS;
+    var s = (new_width/target_width)*100;
+    targetImage.resize(s, s, AnchorPosition.TOPLEFT)
+    
+    // Retrieve new Target image dimensions
+    var target_bounds = targetImage.bounds;
+    var target_width = target_bounds[2] - target_bounds[0];
+    var target_height = target_bounds[3] - target_bounds[1];
+    
+    // Make layers similar dimensions to new Target
+    var layerName = doc.layers;
+    for (var ii = 0; ii < layerName.length; ii++) { //looping through all the layers
+        var current_layer = layerName[ii];
+        preferences.rulerUnits = Units.PIXELS;
+        var b = current_layer.bounds;
+        var layer_width = b[2]-b[0];
+        var layer_height = b[3]-b[1];
+        if (layer_height >= layer_width) {
+            var s = (target_height/layer_height)*100;
+        }
+        else {
+            var s = (target_width/layer_width)*100;
+        }
+        current_layer.resize(s, s, AnchorPosition.TOPLEFT)
+    }
+}
+
 function selectAllLayers() {
 
     var desc = new ActionDescriptor();
-
     var ref = new ActionReference();
-
     ref.putEnumerated( charIDToTypeID('Lyr '), charIDToTypeID('Ordn'), charIDToTypeID('Trgt') );
-
     desc.putReference( charIDToTypeID('null'), ref );
-
     executeAction( stringIDToTypeID('selectAllLayers'), desc, DialogModes.NO );
 
 };
 
+
 function autoAlign() {
 
     var desc = new ActionDescriptor();
-    
     var ref = new ActionReference();
-    
+
     ref.putEnumerated( charIDToTypeID('Lyr '), charIDToTypeID('Ordn'), charIDToTypeID('Trgt') );
-    
     desc.putReference( charIDToTypeID('null'), ref );
-    
     desc.putEnumerated( charIDToTypeID('Usng'), charIDToTypeID('ADSt'), stringIDToTypeID('ADSContent') );
-    
     desc.putEnumerated( charIDToTypeID('Aply'), stringIDToTypeID('projection'), charIDToTypeID('Auto') );
-    
     desc.putBoolean( stringIDToTypeID('vignette'), false );
-    
     desc.putBoolean( stringIDToTypeID('radialDistort'), false );
-    
+
     executeAction( charIDToTypeID('Algn'), desc, DialogModes.NO );
         
 };
@@ -292,7 +320,6 @@ function exportLayersToPNG(target_width, target_height, batch_images_to_register
         SavePNG(saveFile);
         app.activeDocument.close(SaveOptions.DONOTSAVECHANGES);
     }
-    
 };
     
 function dupLayers() { 
@@ -309,10 +336,10 @@ function dupLayers() {
     
 function SavePNG(saveFile){
     var pngOpts = new ExportOptionsSaveForWeb; 
-    pngOpts.format = SaveDocumentType.PNG
+    pngOpts.format = SaveDocumentType.JPEG;
     pngOpts.PNG8 = false; 
     pngOpts.transparency = true; 
     pngOpts.interlaced = false; 
-    pngOpts.quality = 200;
+    pngOpts.quality = 100;
     activeDocument.exportDocument(new File(saveFile),ExportType.SAVEFORWEB,pngOpts); 
 }
\ No newline at end of file
diff --git a/coastsnap/tag_registered.py b/coastsnap/tag_registered.py
index c44224c..80267cf 100644
--- a/coastsnap/tag_registered.py
+++ b/coastsnap/tag_registered.py
@@ -12,11 +12,11 @@ import attr
 import cv2
 import numpy as np
 import pandas as pd
-import typer
 from loguru import logger
 from moviepy.editor import *
 
-from utils import divide_chunks, datenum_to_datetime, nearest
+from utils import divide_chunks, datenum_to_datetime, nearest, progressbar, RegisteredImage
+import time # progress bar
 
 from PIL import Image, ImageFont, ImageDraw
 import os
@@ -27,31 +27,145 @@ import openpyxl
 import scipy.io as sio
 from datetime import datetime, timedelta
 
-# Enables command-line interface
-app = typer.Typer()
-
 #-----------------------------------------------------------------------------#
 #          Update this file path for Image Tagging - Tide Data
 # Example: parent_dir = '/Users/admin/OneDrive - UNSW/My files/CoastSnap/'
 
-parent_dir = r"C:\Users\z5079346\OneDrive - UNSW\My files\CoastSnap"
+parent_dir_ACTUAL = r"C:\Users\z5079346\OneDrive - UNSW\My files\CoastSnap"
 
 #-----------------------------------------------------------------------------#   
+# RETRIEVE IMAGES PARENT DIRECTORY IN .csv#
+
+coastsnap_sites = pd.read_csv("C:/Users/z5079346/OneDrive - UNSW/Projects/Coastsnap_test/CoastSnap_Sites.csv")
+parent_directory = coastsnap_sites.parent_directory[0] 
+print(parent_directory)
+
+#-----------------------------------------------------------------------------#   
+
+
+folder = r"C:\Users\z5079346\OneDrive - UNSW\Projects\Coastsnap_test\Images_Test\cathieillaroo\Photoshop\2021"
+
+'''
+For each site in Images Parent Directory:
+    Iterate through years in reverse:
+        Iterate through images names (dates) in reverse:
+            Check if image name in 'Registered'? If not, tag and save
+            For this step, do image_name.replace('Processed' with 'Registered')
+            
+
+
+'''
+def get_site_tide_data(parent_dir, site):
+    
+    # Retrieve tide data for the given site
+    db = openpyxl.load_workbook(parent_dir + "/Database/CoastSnapDB.xlsx")
+    beach_data = db[site]
+    tide_filename = beach_data["B24"].value
+    
+    if tide_filename == 'NO_TIDE.mat':
+        return False
+        
+    mat_path = parent_dir + '/Tide Data/' + tide_filename
+    mat = sio.loadmat(mat_path)
+    tide_dict = mat['tide']
+    ts = tide_dict[0][0] # Format of tide/time Matlab data is gross
+    tt = list(ts[0])     # ts[0] = tides, ts[1] = times, ts[2] = 
+    
+    print(site + ": " +"Loading tide data... (this may take half a minute)")     
+    tide_times = [datenum_to_datetime(i) for i in tt] # THIS STEP TAKES A LONG TIME
+
+    return tide_times, ts    
+
+
+def tag_image(image2tag):
+    
+    image = Image.open(image2tag.pathname)
+    draw = ImageDraw.Draw(image)
+    image2tag.get_dimensions()
+    
+    # White Text Box 
+    rect_height = image2tag.height/20
+         
+    # Create white text box
+    draw.rectangle((0, 0, image2tag.width, rect_height), fill='white')
+
+    # Tag image with text
+    draw.text((20, rect_height/4),image2tag.tag, font = image2tag.font, fill=(0, 0, 0)) 
+    
+    registered_path_wrong = image2tag.pathname[:-4] + '_registered.jpg' 
+    registered_path = registered_path_wrong.replace('Photoshop', 'Registered')
+    image = image.convert('RGB')
+
+    image.save(registered_path)
+
+for site in os.listdir(parent_directory): # Loop through SITES
+    i=0
+    site_complete = False # A flag to stop tagging images when found
+    tide_data = False
+    font = None
+    photoshop_path = parent_directory +'/'+ site + '/Photoshop'
+    try: # Check if site contains 'Processed' directory
+        years_list = os.listdir(photoshop_path)
+        years_list.reverse()
+    except: 
+        continue
+    for year in years_list: # Loop through YEARS
+        if site_complete: break 
+        year_path = photoshop_path + '/' + year
+        image_list = os.listdir(year_path)
+        image_list.reverse()
+        for image_filename in image_list: # Loop through IMAGES
+            #print(image_filename) 
+            registered_year_path = year_path.replace('Photoshop', 'Registered')
+            registered_image_path = registered_year_path + '/' + image_filename[:-4] + '_registered.jpg' 
+            if site not in image_filename:
+                continue
+            # Check if image already tagged
+            if os.path.isfile(registered_image_path): 
+                site_complete = True;
+                if i == 0:
+                    print(site + ": " + str(i) + " images tagged")
+                elif image2tag.tide:
+                    print(site + ": " + str(i) + " images tagged with tide")
+                else:
+                    print(site + ": " + str(i) + " images tagged no tide")                  
+                break
+            else:
+                if not os.path.exists(registered_year_path): # Chech that registered/year directory exists
+                    os.makedirs(registered_year_path)     # if not, create it
+                i += 1
+                pathname = os.path.join(year_path, image_filename)
+                image2tag = RegisteredImage(pathname, image_filename) # Create image object
+                if i == 1: # Retrieve Tide Data once for each site
+                    site_tide_data, ts = get_site_tide_data(parent_dir_ACTUAL, site)
+
+                font = image2tag.get_font()
+                    
+                if site_tide_data:
+                    image2tag.get_tide(site_tide_data, ts)
+                    
+                image2tag.create_tag()
+                tag_image(image2tag)
+ 
+
+
 
-@app.command()
-def tagging(
-    folder: Path = typer.Argument(None, help="Folder with images"),
-    photoshop: bool = typer.Option(True, help="Have these images been registered with photoshop?"),
-    tide: bool = typer.Option(False, help="Do you want to add the tide to the image tag?")
 
-):
-    """
-    Tags images based on file name.
-    - Requires font file in coastsnap/fonts directory
-    """
 
-    from PIL import Image, ImageFont, ImageDraw # Throws errors if this isn't here..
 
+
+    
+
+"""
+Tags images based on file name.
+- Requires font file in coastsnap/fonts directory
+"""
+
+"""
+def tag_images(folder):
+    photoshop = True
+    tide = False
+    
     # Get image paths
     img_paths = [x for x in Path(folder).glob("*.jpg")]
     img_names = [str(x) for x in img_paths]
@@ -59,8 +173,8 @@ def tagging(
     
     # Initialise white text box
     rect_height = 1
-    width = 1
-
+    image_width = 1
+    
     # Check whether the directory 'tagged' exists or not
     path_name = img_names[0] 
     tagged_dir = str(Path(path_name).parent) + '/tagged'
@@ -68,55 +182,29 @@ def tagging(
     if not isExist:
       # Create a new directory because it does not exist 
       os.makedirs(tagged_dir)
-
-
-
-    # # Set Image Label Info Based on Target Image
-    # target_image_path = str(Path(path_name).parent.parent.parent) + r"\Target Image\Target.JPG"
-    # print(target_image_path)
-    # image = Image.open(target_image_path)
-    # img_fraction = 0.6 # Change this to change the font size
-    # fontsize = 1
     
-    # # White Text Box 
-    # width, height = image.size
-    # rect_height = height/20
-    # rect_width = width/1.5            
-    # font = ImageFont.truetype("fonts/Courier New Bold.ttf", fontsize) 
-
-    # while font.getsize(txt)[0] < img_fraction*image.size[0]:
-    #     # iterate until the text size is just larger than the criteria
-    #     fontsize += 1
-    #     font = ImageFont.truetype("fonts/Courier New Bold.ttf", fontsize) 
-
-    #"C:\Users\z5079346\OneDrive - UNSW\My files\CoastSnap\Images\cathieillaroo\Registered\2022"
-    #"C:\Users\z5079346\OneDrive - UNSW\My files\CoastSnap\Images\cathieillaroo\Target Image\Target.JPG"
-
-
-
     # Tide Data
     if tide:
         # Retrieve the site name from the first image
         filename = Path(img_names[0]).name
-        if photoshop == True:
-            fname = filename[6:-4] 
-        else:
-            fname = filename
-        filename_list = fname.split(".")
+            
+        filename_list = filename.split(".")
         site_name = filename_list[6]
         
         # Retrieve tide data for the given site
-        db = openpyxl.load_workbook(parent_dir + "Database/CoastSnapDB.xlsx")
+        db = openpyxl.load_workbook(parent_dir + "/Database/CoastSnapDB.xlsx")
         beach_data = db[site_name]
         tide_filename = beach_data["B24"].value
-        mat_path = parent_dir + 'Tide Data/' + tide_filename
-        print("Loading tide data... (this may take half a minute)")
+        mat_path = parent_dir + '/Tide Data/' + tide_filename
         mat = sio.loadmat(mat_path)
         tide_dict = mat['tide']
         ts = tide_dict[0][0] # Format of tide/time Matlab data is gross
         tt = list(ts[0])     # ts[0] = tides, ts[1] = times, ts[2] = 
-        tide_times = [datenum_to_datetime(i) for i in tt]
-      
+        
+        print("Loading tide data... (this may take half a minute)")     
+        tide_times = [datenum_to_datetime(i) for i in tt] # THIS STEP TAKES A LONG TIME
+    
+        
     fontsize = 1
     for index, img in enumerate(sorted(img_names)):
         print("Image " + str(index+1))
@@ -126,12 +214,7 @@ def tagging(
         
         
         # Retrieve tag information from file name
-        if photoshop == True:
-            fname = filename[6:-4] 
-        else:
-            fname = filename
-        
-        filename_list = fname.split(".")
+        filename_list = filename.split(".")
         posix_time = filename_list[0]
         date = filename_list[3].split("_")
         hour = date[1]
@@ -148,7 +231,7 @@ def tagging(
         
         # Retrieve tide data 
         if tide:
-
+    
             # Account for daylight savings
             # ASSUMPTION: All .mat tide files are in AEST. 
             if timezone == 'AEDT':
@@ -174,18 +257,18 @@ def tagging(
             txt = ('Date:' + year + '/' + month + '/' + day +  
                    ' Time:' + hour + ':' + minute + 
                    ' Contributor:' + contributor)
-
+    
         
         # Set the fontsize, such that the tag covers 50% the width of the first image
         if index == 0:
-            img_fraction = 0.6 # Change this to change the font size
+            img_fraction = 0.8 # Change this to change the font size
             
             # White Text Box 
-            width, height = image.size
-            rect_height = height/20
-            rect_width = width/1.5            
+            image_width, image_height = image.size
+            rect_height = image_height/20
+            rect_width = image_width/1.5            
             font = ImageFont.truetype("fonts/Courier New Bold.ttf", fontsize) 
-
+    
             while font.getsize(txt)[0] < img_fraction*image.size[0]:
                 # iterate until the text size is just larger than the criteria
                 fontsize += 1
@@ -193,18 +276,43 @@ def tagging(
         font = ImageFont.truetype("fonts/Courier New Bold.ttf", fontsize)
         
         # Create white text box
-        draw.rectangle((0, 0, width, rect_height), fill='white')
-
+        draw.rectangle((0, 0, image_width, rect_height), fill='white')
+    
         # Tag image with text
         draw.text((20, rect_height/4),txt, font = font, fill=(0, 0, 0)) 
         
-        new_name = fname[:-4] + '_registered.jpg' 
+        new_name = filename + '_registered.jpg' 
         print(new_name + '\n')
         new_path = tagged_dir + "/" + new_name
+        image = image.convert('RGB')
         image.save(new_path)
         
-    logger.info(f"Tagged Images Saved")
+    logger.info(f"Tagged Images for " +  + " Saved")
+
+
+tag_images(folder)
+
+"""
+
+
+# # Set Image Label Info Based on Target Image (PUT AT LINE 90)
+# target_image_path = str(Path(path_name).parent.parent.parent) + r"\Target Image\Target.JPG"
+# print(target_image_path)
+# image = Image.open(target_image_path)
+# img_fraction = 0.6 # Change this to change the font size
+# fontsize = 1
+
+# # White Text Box 
+# width, height = image.size
+# rect_height = height/20
+# rect_width = width/1.5            
+# font = ImageFont.truetype("fonts/Courier New Bold.ttf", fontsize) 
+
+# while font.getsize(txt)[0] < img_fraction*image.size[0]:
+#     # iterate until the text size is just larger than the criteria
+#     fontsize += 1
+#     font = ImageFont.truetype("fonts/Courier New Bold.ttf", fontsize) 
 
-if __name__ == "__main__":
-    app()
+#"C:\Users\z5079346\OneDrive - UNSW\My files\CoastSnap\Images\cathieillaroo\Registered\2022"
+#"C:\Users\z5079346\OneDrive - UNSW\My files\CoastSnap\Images\cathieillaroo\Target Image\Target.JPG"
 
diff --git a/coastsnap/utils.py b/coastsnap/utils.py
new file mode 100644
index 0000000..da1fdd6
--- /dev/null
+++ b/coastsnap/utils.py
@@ -0,0 +1,138 @@
+import numpy as np
+from datetime import datetime, timedelta 
+import sys
+from time import strptime
+from PIL import Image, ImageFont
+
+def divide_chunks(l, n):
+    """
+    Splits a list into chunks of length n. Used to process the images in chunks.
+    """
+    for i in range(0, len(l), n):
+        yield l[i : i + n]
+
+# Sourced from https://gist.github.com/victorkristof/b9d794fe1ed12e708b9d
+def datenum_to_datetime(datenum):
+    """
+    Convert Matlab datenum into Python datetime.
+    :param datenum: Date in datenum format
+    :return:        Datetime object corresponding to datenum.
+    """
+    days = datenum % 1
+    hours = days % 1 * 24
+    minutes = hours % 1 * 60
+    seconds = np.round(minutes % 1 * 60)
+    return datetime.fromordinal(int(datenum)) \
+           + timedelta(days=int(days)) \
+           + timedelta(hours=int(hours)) \
+           + timedelta(minutes=int(minutes)) \
+           + timedelta(seconds=int(seconds)) \
+           - timedelta(days=366)
+
+
+# Sourced from https://stackoverflow.com/questions/32237862/find-the-closest-date-to-a-given-date
+def nearest(items, pivot):
+    """
+    This function will return the datetime in items 
+    which is the closest to the date pivot
+    """
+    return min(items, key=lambda x: abs(x - pivot))
+
+
+def progressbar(it, prefix="", size=60, out=sys.stdout): # Python3.3+
+    count = len(it)
+    def show(j):
+        x = int(size*j/count)
+        print("{}[{}{}] {}/{}".format(prefix, u"#"*x, "."*(size-x), j, count), 
+                end='\r', file=out, flush=True)
+    show(0)
+    for i, item in enumerate(it):
+        yield item
+        show(i+1)
+    print("\n", flush=True, file=out)
+    
+    
+class RegisteredImage():
+    
+    def __init__(self, pathname, filename):
+        self.pathname = pathname
+        self.filename = filename
+        filename_list = filename.split(".")
+        date = filename_list[3].split("_")
+        if 'snap' in filename_list:
+            self.contributor = filename_list[8] # Mitch filename format
+        else:
+            self.contributor = filename_list[6] # Leaman filename format
+        self.site = filename_list[6]
+        self.posix_time = filename_list[0]
+        self.timezone = filename_list[4]
+        self.year = filename_list[5]
+        self.month = '{:02d}'.format(strptime(filename_list[2],'%b').tm_mon) # Ensure 2-digit format
+        self.day = date[0]
+        self.hour = date[1]
+        self.minute = date[2]
+        self.second = date[3]
+        
+        self.tide = None
+        self.tag = None
+        self.width = None
+        self.height = None
+        self.font = None
+
+    def get_tide(self, site_tide_data, ts):
+
+        # Account for daylight savings
+        # ASSUMPTION: All .mat tide files are either AEST or AEDT 
+        if self.timezone == 'AEDT':
+            self.hour = str(int(self.hour) - 1)
+        date_string = self.year + '-' + self.month + '-' + self.day + ' ' + self.hour + ':' + self.minute + ':' + self.second
+        img_datetime = datetime.strptime(date_string, "%Y-%m-%d %H:%M:%S") # Image date/time as a datetime object
+        
+        tide_date = nearest(site_tide_data, img_datetime)
+        mat_index = site_tide_data.index(tide_date)  # Retrieve the index of the .mat tide/time
+        mat_tide = round(ts[1][mat_index][0], 2) # Associated tide
+        
+        #print('Image date/time: ' + date_string)
+        #print('Tide record:     ' + str(tide_date))
+        self.tide = "{:.2f}".format(mat_tide)
+    
+    def create_tag(self):
+        # Create image tag
+        hour = self.hour.zfill(2)
+        minute = self.minute.zfill(2)
+
+        if self.tide:
+            tide = self.tide
+            if float(self.tide) >= 0:
+                tide = '+' + self.tide
+            self.tag = ('Date:' + self.year + '/' + self.month + '/' + self.day +  
+                   ' Time:' + hour + ':' + minute + 
+                   ' Tide:' + tide + 'm AHD' +
+                   ' Contributor:' + self.contributor)
+        else:
+            self.tag = ('Date:' + self.year + '/' + self.month + '/' + self.day +  
+                   ' Time:' + hour + ':' + minute + 
+                   ' Contributor:' + self.contributor)
+    
+    def get_dimensions(self):
+        image = Image.open(self.pathname)      
+        # White Text Box 
+        self.width, self.height = image.size          
+
+
+    def get_font(self):
+        
+        image = Image.open(self.pathname)
+        fontsize = 1
+        if self.tide:
+            img_fraction = 0.95
+        else:
+            img_fraction = 0.85
+        font = ImageFont.truetype("fonts/Courier New Bold.ttf", fontsize) 
+        generic_large_tag = "1641775682.Mon.Jan.10_11_48_02.AEDT.2022.byron.snap.KateThornborough123"
+        
+        while font.getsize(generic_large_tag)[0] < img_fraction*image.size[0]:
+            # iterate until the text size is just larger than the criteria
+            fontsize += 1
+            font = ImageFont.truetype("fonts/Courier New Bold.ttf", fontsize) 
+        self.font = ImageFont.truetype("fonts/Courier New Bold.ttf", fontsize)
\ No newline at end of file
diff --git a/environment.yml b/environment.yml
index 88db386..28644c7 100644
--- a/environment.yml
+++ b/environment.yml
@@ -8,6 +8,7 @@ dependencies:
   - opencv
   - numpy
   - loguru
+  - typer
   - attrs
   - pandas
   - black
diff --git a/registration_capacity.csv b/registration_capacity.csv
new file mode 100644
index 0000000..69eacf1
--- /dev/null
+++ b/registration_capacity.csv
@@ -0,0 +1,38 @@
+site_name,root_id,limit,type,Registration Capacity,Comment,parent_directory
+alex,487451,300,CoastSnap Station,Good,Hand rail in foreground,C:\Users\z5079346\OneDrive - UNSW\My files\CoastSnap\Images
+birubi,548070,300,CoastSnap Station,Good,Structures in foreground,
+blacksmiths,269988,300,CoastSnap Station,Good,,
+broulee,269990,300,CoastSnap Station,Good,Bad images small and tagged,
+buddina,487447,300,CoastSnap Station,Ok,,
+burleigh,303934,300,CoastSnap Station,Good,Distant view. Building.,
+byron,269991,300,CoastSnap Station,Ok,Distant view. Zoomed images turn small,
+cathieillaroo,393016,300,CoastSnap Station,,,
+cathielagoon,392988,300,CoastSnap Station,,,
+coogee,286418,300,DIY,,,
+coolum,487449,300,CoastSnap Station,,,
+cooya,275690,300,CoastSnap Station,Very Bad,,Bad Seed Images
+cowbay,275692,300,CoastSnap Station,,,
+era,297634,300,CoastSnap Station,,,
+fourmile,275689,300,CoastSnap Station,,,
+frankston,425039,300,CoastSnap Station,,,
+garie,296239,300,CoastSnap Station,,,
+hungry,296903,300,CoastSnap Station,,,
+kirra,270011,300,CoastSnap Station,,,
+macsnth,257393,300,DIY,,,
+macssth,404754,300,DIY,,,
+manly,242186,300,CoastSnap Station,,,
+moffat,487448,300,CoastSnap Station,,,
+newell,275691,300,CoastSnap Station,,,
+nthnarra,243537,300,CoastSnap Station,,,
+queenscliff,269334,300,CoastSnap Station,,,
+rainbow,451612,300,CoastSnap Station,,,
+seaford,421320,300,CoastSnap Station,,,
+shortpoint,269992,300,CoastSnap Station,,,
+stockton1,269985,300,CoastSnap Station,,,
+stockton2,269986,300,CoastSnap Station,,,
+stockton3,269987,300,CoastSnap Station,,,
+tomakin,269989,300,CoastSnap Station,,,
+tugun,269993,300,CoastSnap Station,,,
+wamberal,299431,300,CoastSnap Station,,,
+wonga,268307,300,CoastSnap Station,,,
+woolgooga,435190,300,CoastSnap Station,,,
diff --git a/workflow.pptx b/workflow.pptx
new file mode 100644
index 0000000..0c8ffce
Binary files /dev/null and b/workflow.pptx differ