diff --git a/app.py b/app.py
index e85f7fcf60f58abdf54c91c0a94708c67f012f35..76c7ada2dbed3987a8b779e68f04ba94d5355174 100644
--- a/app.py
+++ b/app.py
@@ -24,12 +24,12 @@ BLENHEIM_SPANIEL_CLASS = 156
 def get_image_data(image_name):
     """Gets the image data and model."""
     image, model_and_data = [None, None]
-    if (image_name == "imagenet_diego.png"): 
+    if (image_name == "imagenet_diego"): 
         image = get_dataset_by_name("imagenet_diego", get_label=False)
         model_and_data = process_imagenet_get_model(image)
-    elif (image_name == "mnist_9.png"): 
-        image = get_dataset_by_name(image_name, get_label=False)
-        model_and_data = process_mnist_get_model(image)
+    elif (image_name == "imagenet_french_bulldog"): 
+        image = get_dataset_by_name("imagenet_french_bulldog", get_label=False)
+        model_and_data = process_imagenet_get_model(image)
     
 
     return image, model_and_data
@@ -49,7 +49,12 @@ def segmentation_generation(image_name, c_width, n_top, n_gif_imgs):
     segs = model_and_data["xtest_segs"]
     get_model = model_and_data["model"]
     label = model_and_data["label"]
-    print("LABEL:", label)
+    
+
+    if (image_name == 'imagenet_diego'):
+        label = 156
+    elif (image_name == 'imagenet_french_bulldog'):
+        label = 245
 
     # Unpack instance and segments
     instance = xtest[0]
@@ -62,7 +67,7 @@ def segmentation_generation(image_name, c_width, n_top, n_gif_imgs):
     xtrain = get_xtrain(segments)
 
     prediction = np.argmax(cur_model(xtrain[:1]), axis=1)
-    assert prediction == BLENHEIM_SPANIEL_CLASS, f"Prediction is {prediction} not {BLENHEIM_SPANIEL_CLASS}"
+    assert prediction == label, f"Prediction is {prediction} not {label}"
 
     # Compute explanation
     exp_init = BayesLocalExplanations(training_data=xtrain,
@@ -72,7 +77,7 @@ def segmentation_generation(image_name, c_width, n_top, n_gif_imgs):
                                               verbose=True)
     rout = exp_init.explain(classifier_f=cur_model,
                             data=np.ones_like(xtrain[0]),
-                            label=BLENHEIM_SPANIEL_CLASS,
+                            label=label,
                             cred_width=cred_width,
                             focus_sample=False,
                             l2=False)
@@ -93,11 +98,12 @@ if __name__ == "__main__":
         segmentation_generation, 
         [
             inp,
-            gr.inputs.Slider(minimum=0.01, maximum=0.8, step=0.001, default=0.1, label="cred_width", optional=False),
+            gr.inputs.Slider(minimum=0.01, maximum=0.8, step=0.01, default=0.1, label="cred_width", optional=False),
             gr.inputs.Slider(minimum=1, maximum=10, step=1, default=5, label="n_top_segs", optional=False),
             gr.inputs.Slider(minimum=10, maximum=50, step=1, default=20, label="n_gif_images", optional=False), 
         ], 
         outputs=out, 
-        examples=[["imagenet_diego.png", 0.01, 7, 50]]
+        examples=[["imagenet_diego", 0.01, 7, 50], 
+                  ["imagenet_french_bulldog", 0.05, 5, 50]]
     )
-    iface.launch(show_error=True, enable_queue=True)
\ No newline at end of file
+    iface.launch(enable_queue=True)
\ No newline at end of file
diff --git a/data/french_bulldog/n02108915_10204.jpg b/data/french_bulldog/n02108915_10204.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b77bbf525b75cdb841326f37291c8444552c1729
Binary files /dev/null and b/data/french_bulldog/n02108915_10204.jpg differ
diff --git a/data/french_bulldog/n02108915_10564.jpg b/data/french_bulldog/n02108915_10564.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c7736d26677b795c1f830e69d15c90e1169c25da
Binary files /dev/null and b/data/french_bulldog/n02108915_10564.jpg differ
diff --git a/data/french_bulldog/n02108915_110.jpg b/data/french_bulldog/n02108915_110.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5602decbc8a63d42edff68363e754494f9a2bb03
Binary files /dev/null and b/data/french_bulldog/n02108915_110.jpg differ
diff --git a/data/french_bulldog/n02108915_1114.jpg b/data/french_bulldog/n02108915_1114.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2ad7553c96618dd64c3b7c14350ee301e253690b
Binary files /dev/null and b/data/french_bulldog/n02108915_1114.jpg differ
diff --git a/data/french_bulldog/n02108915_1119.jpg b/data/french_bulldog/n02108915_1119.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0a866a6d353afaee5a24660f0926fd53834482b5
Binary files /dev/null and b/data/french_bulldog/n02108915_1119.jpg differ
diff --git a/data/french_bulldog/n02108915_11207.jpg b/data/french_bulldog/n02108915_11207.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1569617af19c3cb6723a2a20c1dd9d8dd6924e30
Binary files /dev/null and b/data/french_bulldog/n02108915_11207.jpg differ
diff --git a/data/french_bulldog/n02108915_11220.jpg b/data/french_bulldog/n02108915_11220.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..14242df070a1c779a2b89a615833636706479548
Binary files /dev/null and b/data/french_bulldog/n02108915_11220.jpg differ
diff --git a/data/french_bulldog/n02108915_11327.jpg b/data/french_bulldog/n02108915_11327.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b9dc600960f929f856f2e4f16ecae9c1feef796c
Binary files /dev/null and b/data/french_bulldog/n02108915_11327.jpg differ
diff --git a/data/french_bulldog/n02108915_11335.jpg b/data/french_bulldog/n02108915_11335.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5e90fc026e649ef61119677308cadaed2a52cb53
Binary files /dev/null and b/data/french_bulldog/n02108915_11335.jpg differ
diff --git a/data/french_bulldog/n02108915_1137.jpg b/data/french_bulldog/n02108915_1137.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7190360c5916f23a73806296bbb807760f9db7a1
Binary files /dev/null and b/data/french_bulldog/n02108915_1137.jpg differ
diff --git a/data/french_bulldog/n02108915_11498.jpg b/data/french_bulldog/n02108915_11498.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..390efd6b089a79e75387d49aeb0839f2aae561be
Binary files /dev/null and b/data/french_bulldog/n02108915_11498.jpg differ
diff --git a/data/french_bulldog/n02108915_11550.jpg b/data/french_bulldog/n02108915_11550.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c2d07696eb2c38b129181f494b98d7262fbba47f
Binary files /dev/null and b/data/french_bulldog/n02108915_11550.jpg differ
diff --git a/data/french_bulldog/n02108915_11653.jpg b/data/french_bulldog/n02108915_11653.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ea6737ed53fefc61b9e8d23b45708ab1f86e43ba
Binary files /dev/null and b/data/french_bulldog/n02108915_11653.jpg differ
diff --git a/data/french_bulldog/n02108915_1188.jpg b/data/french_bulldog/n02108915_1188.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f1f44466d57dfd854875bd4e76447248c52ee88a
Binary files /dev/null and b/data/french_bulldog/n02108915_1188.jpg differ
diff --git a/data/french_bulldog/n02108915_12139.jpg b/data/french_bulldog/n02108915_12139.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e470edb60c4c4f16f736b5e74939c016508a1b5e
Binary files /dev/null and b/data/french_bulldog/n02108915_12139.jpg differ
diff --git a/data/french_bulldog/n02108915_12288.jpg b/data/french_bulldog/n02108915_12288.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..953ae078775284169877f542255b08619111843d
Binary files /dev/null and b/data/french_bulldog/n02108915_12288.jpg differ
diff --git a/data/french_bulldog/n02108915_12317.jpg b/data/french_bulldog/n02108915_12317.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..bd0653b188f7faf882ec2874330f43e0f7448b93
Binary files /dev/null and b/data/french_bulldog/n02108915_12317.jpg differ
diff --git a/data/french_bulldog/n02108915_12319.jpg b/data/french_bulldog/n02108915_12319.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e7c78ca0e77db4eb282b166a85ed713f5aa2008b
Binary files /dev/null and b/data/french_bulldog/n02108915_12319.jpg differ
diff --git a/data/french_bulldog/n02108915_12460.jpg b/data/french_bulldog/n02108915_12460.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2de86f72f2326a54aee9792811bd9e2176f1d4bd
Binary files /dev/null and b/data/french_bulldog/n02108915_12460.jpg differ
diff --git a/data/french_bulldog/n02108915_12618.jpg b/data/french_bulldog/n02108915_12618.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..bb7750466674d5359af96e7fb49476503ea73d72
Binary files /dev/null and b/data/french_bulldog/n02108915_12618.jpg differ
diff --git a/data/french_bulldog/n02108915_12904.jpg b/data/french_bulldog/n02108915_12904.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e8268f05ee3880039dfc7dffcb25396233bbcf0c
Binary files /dev/null and b/data/french_bulldog/n02108915_12904.jpg differ
diff --git a/data/french_bulldog/n02108915_1343.jpg b/data/french_bulldog/n02108915_1343.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5eaa3f0669360d35fb45d6fd86031bbb37149e40
Binary files /dev/null and b/data/french_bulldog/n02108915_1343.jpg differ
diff --git a/data/french_bulldog/n02108915_142.jpg b/data/french_bulldog/n02108915_142.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7b95cc4291cdd1376743763d72928277d63c0667
Binary files /dev/null and b/data/french_bulldog/n02108915_142.jpg differ
diff --git a/data/french_bulldog/n02108915_1465.jpg b/data/french_bulldog/n02108915_1465.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a43852873397c618c88a1616836f63eafe0d7fb9
Binary files /dev/null and b/data/french_bulldog/n02108915_1465.jpg differ
diff --git a/data/french_bulldog/n02108915_1513.jpg b/data/french_bulldog/n02108915_1513.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4194acc8cd09c40f36ccc93457063fe577cfc2fc
Binary files /dev/null and b/data/french_bulldog/n02108915_1513.jpg differ
diff --git a/data/french_bulldog/n02108915_160.jpg b/data/french_bulldog/n02108915_160.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f8e0d25528af0a63588bf7d60ab8a9422f538ee5
Binary files /dev/null and b/data/french_bulldog/n02108915_160.jpg differ
diff --git a/data/french_bulldog/n02108915_1612.jpg b/data/french_bulldog/n02108915_1612.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..476d6b1ecbe05e5467ae2eeb7d0b2f1019471120
Binary files /dev/null and b/data/french_bulldog/n02108915_1612.jpg differ
diff --git a/data/french_bulldog/n02108915_1752.jpg b/data/french_bulldog/n02108915_1752.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2803b786af5c48ca47bbbcd94a60f1355017c860
Binary files /dev/null and b/data/french_bulldog/n02108915_1752.jpg differ
diff --git a/data/french_bulldog/n02108915_1788.jpg b/data/french_bulldog/n02108915_1788.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f244233e05adfac064e88e847df56195adae52d3
Binary files /dev/null and b/data/french_bulldog/n02108915_1788.jpg differ
diff --git a/data/french_bulldog/n02108915_1839.jpg b/data/french_bulldog/n02108915_1839.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4809509fd51aa84386c4a57d7ed11bde081953ec
Binary files /dev/null and b/data/french_bulldog/n02108915_1839.jpg differ
diff --git a/data/french_bulldog/n02108915_1866.jpg b/data/french_bulldog/n02108915_1866.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..db468e4c64894fc413425df6407975a2572c4d6b
Binary files /dev/null and b/data/french_bulldog/n02108915_1866.jpg differ
diff --git a/data/french_bulldog/n02108915_1871.jpg b/data/french_bulldog/n02108915_1871.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ba744564f64ef5dd7f2473dc0774933eb638589d
Binary files /dev/null and b/data/french_bulldog/n02108915_1871.jpg differ
diff --git a/data/french_bulldog/n02108915_1895.jpg b/data/french_bulldog/n02108915_1895.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ad0d4f4bf4a8b97ebe936ee3681dc6d07d70aae8
Binary files /dev/null and b/data/french_bulldog/n02108915_1895.jpg differ
diff --git a/data/french_bulldog/n02108915_1911.jpg b/data/french_bulldog/n02108915_1911.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9eb09737f8f7642bf3c3c723511b2d51c0edcb22
Binary files /dev/null and b/data/french_bulldog/n02108915_1911.jpg differ
diff --git a/data/french_bulldog/n02108915_1958.jpg b/data/french_bulldog/n02108915_1958.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..79678ed030ebfeb64ed1c420488b4d17e86e71bd
Binary files /dev/null and b/data/french_bulldog/n02108915_1958.jpg differ
diff --git a/data/french_bulldog/n02108915_198.jpg b/data/french_bulldog/n02108915_198.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..31ddef63637324ca3623633866dc6ac262bbaa30
Binary files /dev/null and b/data/french_bulldog/n02108915_198.jpg differ
diff --git a/data/french_bulldog/n02108915_4176.jpg b/data/french_bulldog/n02108915_4176.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..527cd1fb9cd09aba8a2c5706ed4d23175117da01
Binary files /dev/null and b/data/french_bulldog/n02108915_4176.jpg differ
diff --git a/data/french_bulldog/n02108915_4193.jpg b/data/french_bulldog/n02108915_4193.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..dc99432143cb6e7c24f951bf4e43ab21cb50c53e
Binary files /dev/null and b/data/french_bulldog/n02108915_4193.jpg differ
diff --git a/data/french_bulldog/n02108915_4214.jpg b/data/french_bulldog/n02108915_4214.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0140b33d60bbb474e7361ec84703c723f78d1ec4
Binary files /dev/null and b/data/french_bulldog/n02108915_4214.jpg differ
diff --git a/data/french_bulldog/n02108915_4303.jpg b/data/french_bulldog/n02108915_4303.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7211ed1970421ca8b0983ed1e85df56c5639cfc3
Binary files /dev/null and b/data/french_bulldog/n02108915_4303.jpg differ
diff --git a/data/french_bulldog/n02108915_4372.jpg b/data/french_bulldog/n02108915_4372.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6e6e14a8a2c02d34f43125532e6aa9d94bd7d893
Binary files /dev/null and b/data/french_bulldog/n02108915_4372.jpg differ
diff --git a/data/french_bulldog/n02108915_4474.jpg b/data/french_bulldog/n02108915_4474.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5fb3578a8f00d83a490bdc28d92526fc12d190ab
Binary files /dev/null and b/data/french_bulldog/n02108915_4474.jpg differ
diff --git a/data/french_bulldog/n02108915_4477.jpg b/data/french_bulldog/n02108915_4477.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2ff59da2c21ba3948a56097399bd6a875d467aa8
Binary files /dev/null and b/data/french_bulldog/n02108915_4477.jpg differ
diff --git a/data/french_bulldog/n02108915_4603.jpg b/data/french_bulldog/n02108915_4603.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..94b65864c6ee17d5fa1dcab32669617e80d90e3f
Binary files /dev/null and b/data/french_bulldog/n02108915_4603.jpg differ
diff --git a/data/french_bulldog/n02108915_4731.jpg b/data/french_bulldog/n02108915_4731.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..857c0ff871ee6b16fd094923a2ab4e0878570103
Binary files /dev/null and b/data/french_bulldog/n02108915_4731.jpg differ
diff --git a/data/french_bulldog/n02108915_4776.jpg b/data/french_bulldog/n02108915_4776.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..19a355c6efbfe4bfb5bbfed7965d9228f08f9ee2
Binary files /dev/null and b/data/french_bulldog/n02108915_4776.jpg differ
diff --git a/data/french_bulldog/n02108915_481.jpg b/data/french_bulldog/n02108915_481.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7900a8afc9c342e7dfdbc9d9ae0de96198c77693
Binary files /dev/null and b/data/french_bulldog/n02108915_481.jpg differ
diff --git a/data/french_bulldog/n02108915_4860.jpg b/data/french_bulldog/n02108915_4860.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5533566dd624317910f57054b4c79f0b184128c2
Binary files /dev/null and b/data/french_bulldog/n02108915_4860.jpg differ
diff --git a/data/french_bulldog/n02108915_4901.jpg b/data/french_bulldog/n02108915_4901.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..272c56ae328a592ca1b5c525948633f1856e5947
Binary files /dev/null and b/data/french_bulldog/n02108915_4901.jpg differ
diff --git a/data/french_bulldog/n02108915_4991.jpg b/data/french_bulldog/n02108915_4991.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..dbed032b8ac572e890a2af19f0531b32c9fac64f
Binary files /dev/null and b/data/french_bulldog/n02108915_4991.jpg differ
diff --git a/data/french_bulldog/n02108915_5087.jpg b/data/french_bulldog/n02108915_5087.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ede558e24cae977b302b4440342f49a5c608862b
Binary files /dev/null and b/data/french_bulldog/n02108915_5087.jpg differ
diff --git a/data/french_bulldog/n02108915_5096.jpg b/data/french_bulldog/n02108915_5096.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..543fdcf2300c945ee81dbdcb59404c8da1538fc5
Binary files /dev/null and b/data/french_bulldog/n02108915_5096.jpg differ
diff --git a/data/french_bulldog/n02108915_5201.jpg b/data/french_bulldog/n02108915_5201.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d075f55bccdc322a5c60cf0ff3e0909db7570823
Binary files /dev/null and b/data/french_bulldog/n02108915_5201.jpg differ
diff --git a/data/french_bulldog/n02108915_5306.jpg b/data/french_bulldog/n02108915_5306.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..eff24b0f59d4111fd600df20df3de55b3bc494e4
Binary files /dev/null and b/data/french_bulldog/n02108915_5306.jpg differ
diff --git a/data/french_bulldog/n02108915_5319.jpg b/data/french_bulldog/n02108915_5319.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..00adca48fc33edc6d9db279855427848b98fc58a
Binary files /dev/null and b/data/french_bulldog/n02108915_5319.jpg differ
diff --git a/data/french_bulldog/n02108915_5337.jpg b/data/french_bulldog/n02108915_5337.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..50b817731a49c13902db43e0afc468d147f2ff5f
Binary files /dev/null and b/data/french_bulldog/n02108915_5337.jpg differ
diff --git a/data/french_bulldog/n02108915_5367.jpg b/data/french_bulldog/n02108915_5367.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b3e087c6f618b5d3ae2a60e231195643a6f57292
Binary files /dev/null and b/data/french_bulldog/n02108915_5367.jpg differ
diff --git a/data/french_bulldog/n02108915_5458.jpg b/data/french_bulldog/n02108915_5458.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9bbb0367acc5495670ccb313d03291534cc398b8
Binary files /dev/null and b/data/french_bulldog/n02108915_5458.jpg differ
diff --git a/data/french_bulldog/n02108915_553.jpg b/data/french_bulldog/n02108915_553.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5db4326b26b3f6b1090324f4c4e573a286ad29ff
Binary files /dev/null and b/data/french_bulldog/n02108915_553.jpg differ
diff --git a/data/french_bulldog/n02108915_5596.jpg b/data/french_bulldog/n02108915_5596.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d6e82c1609ac4a5ffd664fb030b1a48b9be2a170
Binary files /dev/null and b/data/french_bulldog/n02108915_5596.jpg differ
diff --git a/data/french_bulldog/n02108915_5667.jpg b/data/french_bulldog/n02108915_5667.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..55b1bc1a24e753ee9f1d0eca6110f16d25862422
Binary files /dev/null and b/data/french_bulldog/n02108915_5667.jpg differ
diff --git a/data/french_bulldog/n02108915_5669.jpg b/data/french_bulldog/n02108915_5669.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..071949c7ab26ce0996865ae246df0ebb193d6c69
Binary files /dev/null and b/data/french_bulldog/n02108915_5669.jpg differ
diff --git a/data/french_bulldog/n02108915_57.jpg b/data/french_bulldog/n02108915_57.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..706e4003881bc9d1c167f8ce4e553c8a88463c75
Binary files /dev/null and b/data/french_bulldog/n02108915_57.jpg differ
diff --git a/data/french_bulldog/n02108915_571.jpg b/data/french_bulldog/n02108915_571.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..03f3853036129644b86f7c19b07227f37d333339
Binary files /dev/null and b/data/french_bulldog/n02108915_571.jpg differ
diff --git a/data/french_bulldog/n02108915_5813.jpg b/data/french_bulldog/n02108915_5813.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d0b690f5bb3bee77a87e704001fb18c2744d7907
Binary files /dev/null and b/data/french_bulldog/n02108915_5813.jpg differ
diff --git a/data/french_bulldog/n02108915_6008.jpg b/data/french_bulldog/n02108915_6008.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..84fbec9e288fddb486a6187a79f2aa110899ccbd
Binary files /dev/null and b/data/french_bulldog/n02108915_6008.jpg differ
diff --git a/data/french_bulldog/n02108915_6142.jpg b/data/french_bulldog/n02108915_6142.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ddc094f28729fdf8959407807801d7f894e234cc
Binary files /dev/null and b/data/french_bulldog/n02108915_6142.jpg differ
diff --git a/data/french_bulldog/n02108915_618.jpg b/data/french_bulldog/n02108915_618.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9a1673dbf34d0237305a444f73d8aa4741f0d506
Binary files /dev/null and b/data/french_bulldog/n02108915_618.jpg differ
diff --git a/data/french_bulldog/n02108915_623.jpg b/data/french_bulldog/n02108915_623.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..fd63807a6ce3ee85dd698fcfa3f88b1e2bdce9af
Binary files /dev/null and b/data/french_bulldog/n02108915_623.jpg differ
diff --git a/data/french_bulldog/n02108915_6270.jpg b/data/french_bulldog/n02108915_6270.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..34eb48b80bc6b803105a5a6d52c8c5b7e8c97a75
Binary files /dev/null and b/data/french_bulldog/n02108915_6270.jpg differ
diff --git a/data/french_bulldog/n02108915_644.jpg b/data/french_bulldog/n02108915_644.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..fd36700418e6232783c42bdb628872c2aba8a2d6
Binary files /dev/null and b/data/french_bulldog/n02108915_644.jpg differ
diff --git a/data/french_bulldog/n02108915_6462.jpg b/data/french_bulldog/n02108915_6462.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b76991bc70da03a7bfe40a685f7d5dfa57ba553a
Binary files /dev/null and b/data/french_bulldog/n02108915_6462.jpg differ
diff --git a/data/french_bulldog/n02108915_6521.jpg b/data/french_bulldog/n02108915_6521.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a84e5262ef689d9e29ff8e08be5152107187a225
Binary files /dev/null and b/data/french_bulldog/n02108915_6521.jpg differ
diff --git a/data/french_bulldog/n02108915_653.jpg b/data/french_bulldog/n02108915_653.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..dba7409e1457a56593a787d6bd870dc95e2007fb
Binary files /dev/null and b/data/french_bulldog/n02108915_653.jpg differ
diff --git a/data/french_bulldog/n02108915_656.jpg b/data/french_bulldog/n02108915_656.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6652f0ae471530e8deafe8f6cbc60f08b35ee51e
Binary files /dev/null and b/data/french_bulldog/n02108915_656.jpg differ
diff --git a/data/french_bulldog/n02108915_696.jpg b/data/french_bulldog/n02108915_696.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..edb82c6ceb444d077e05deca1d28cad9bb182f4e
Binary files /dev/null and b/data/french_bulldog/n02108915_696.jpg differ
diff --git a/data/french_bulldog/n02108915_7115.jpg b/data/french_bulldog/n02108915_7115.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4edd8693e2d970fae6652065a948e76da1bc9fb2
Binary files /dev/null and b/data/french_bulldog/n02108915_7115.jpg differ
diff --git a/data/french_bulldog/n02108915_716.jpg b/data/french_bulldog/n02108915_716.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1449990b79e878b00ad123489020b56c80338d37
Binary files /dev/null and b/data/french_bulldog/n02108915_716.jpg differ
diff --git a/data/french_bulldog/n02108915_720.jpg b/data/french_bulldog/n02108915_720.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..94c93f4cf6e32717c1025c4d68a8154c4c34389b
Binary files /dev/null and b/data/french_bulldog/n02108915_720.jpg differ
diff --git a/data/french_bulldog/n02108915_7266.jpg b/data/french_bulldog/n02108915_7266.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..14abd77ada560dc26070875c9f0783a90f1c7939
Binary files /dev/null and b/data/french_bulldog/n02108915_7266.jpg differ
diff --git a/data/french_bulldog/n02108915_759.jpg b/data/french_bulldog/n02108915_759.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..58da48d4fd3960bea354500d0d1b4878d1a9ab74
Binary files /dev/null and b/data/french_bulldog/n02108915_759.jpg differ
diff --git a/data/french_bulldog/n02108915_7608.jpg b/data/french_bulldog/n02108915_7608.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2e63fa0867d399e7a5f3c07fcda169ec7068d502
Binary files /dev/null and b/data/french_bulldog/n02108915_7608.jpg differ
diff --git a/data/french_bulldog/n02108915_7806.jpg b/data/french_bulldog/n02108915_7806.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3d9d1a11e0f28a02cfd5824191b72e17de3c2398
Binary files /dev/null and b/data/french_bulldog/n02108915_7806.jpg differ
diff --git a/data/french_bulldog/n02108915_7883.jpg b/data/french_bulldog/n02108915_7883.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d7daf72a59387ec5f0e5650c2802bdd8435ef846
Binary files /dev/null and b/data/french_bulldog/n02108915_7883.jpg differ
diff --git a/data/french_bulldog/n02108915_8258.jpg b/data/french_bulldog/n02108915_8258.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..90215eebdb0a9e1e589687b539b7ae02f0cd633a
Binary files /dev/null and b/data/french_bulldog/n02108915_8258.jpg differ
diff --git a/data/french_bulldog/n02108915_8425.jpg b/data/french_bulldog/n02108915_8425.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..936053f85be0fa046ebfe6307199e0c917877c37
Binary files /dev/null and b/data/french_bulldog/n02108915_8425.jpg differ
diff --git a/data/french_bulldog/n02108915_8604.jpg b/data/french_bulldog/n02108915_8604.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e82d04c3cae0298cf886200ed26bf63b3f6cea8c
Binary files /dev/null and b/data/french_bulldog/n02108915_8604.jpg differ
diff --git a/data/french_bulldog/n02108915_8696.jpg b/data/french_bulldog/n02108915_8696.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d5dbbc0b1fe1b31686b21f04761f6d57d005fa97
Binary files /dev/null and b/data/french_bulldog/n02108915_8696.jpg differ
diff --git a/data/french_bulldog/n02108915_8923.jpg b/data/french_bulldog/n02108915_8923.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..87e77cf49759485fc27664c9d111d9fc00dbad20
Binary files /dev/null and b/data/french_bulldog/n02108915_8923.jpg differ
diff --git a/data/french_bulldog/n02108915_895.jpg b/data/french_bulldog/n02108915_895.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c78e4afddd178e719aa743e9e29612ec277e2901
Binary files /dev/null and b/data/french_bulldog/n02108915_895.jpg differ
diff --git a/data/french_bulldog/n02108915_9125.jpg b/data/french_bulldog/n02108915_9125.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f11f4b9ea500d813ac0b38ecf8548275d0ada435
Binary files /dev/null and b/data/french_bulldog/n02108915_9125.jpg differ
diff --git a/data/french_bulldog/n02108915_9202.jpg b/data/french_bulldog/n02108915_9202.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..51b20829239f4f4691871e00964941d88a4ed4d2
Binary files /dev/null and b/data/french_bulldog/n02108915_9202.jpg differ
diff --git a/data/french_bulldog/n02108915_9399.jpg b/data/french_bulldog/n02108915_9399.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8c0b12b8162d288a0b0acf04ae12eb9166e236d8
Binary files /dev/null and b/data/french_bulldog/n02108915_9399.jpg differ
diff --git a/data/french_bulldog/n02108915_9457.jpg b/data/french_bulldog/n02108915_9457.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..96cda4070247e88e52192deb688015d65f8f6598
Binary files /dev/null and b/data/french_bulldog/n02108915_9457.jpg differ
diff --git a/data/french_bulldog/n02108915_9530.jpg b/data/french_bulldog/n02108915_9530.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6e240d2ed28fe3956a245345175a70de77977bae
Binary files /dev/null and b/data/french_bulldog/n02108915_9530.jpg differ
diff --git a/data/french_bulldog/n02108915_9666.jpg b/data/french_bulldog/n02108915_9666.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9091267e0741c07cb865efa510eb38e92835cb4f
Binary files /dev/null and b/data/french_bulldog/n02108915_9666.jpg differ
diff --git a/data/french_bulldog/n02108915_971.jpg b/data/french_bulldog/n02108915_971.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..24e5bea7fb82fcfffa6ffe0f91c2355624991e57
Binary files /dev/null and b/data/french_bulldog/n02108915_971.jpg differ
diff --git a/data/french_bulldog/n02108915_977.jpg b/data/french_bulldog/n02108915_977.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b192786a100eba12e6e5f8c64337670c36f5fae5
Binary files /dev/null and b/data/french_bulldog/n02108915_977.jpg differ
diff --git a/data/french_bulldog/n02108915_9804.jpg b/data/french_bulldog/n02108915_9804.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..487a707f88647bfc5846347f00f7289270980d12
Binary files /dev/null and b/data/french_bulldog/n02108915_9804.jpg differ
diff --git a/data/french_bulldog/n02108915_9899.jpg b/data/french_bulldog/n02108915_9899.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c27eafef4a788ea4f4aeb1731a62b2c3973354a2
Binary files /dev/null and b/data/french_bulldog/n02108915_9899.jpg differ
diff --git a/diego_mp4.webm b/diego_mp4.webm
deleted file mode 100644
index 01210bfad6f413c04bb4ad3fada001d27de7e5cc..0000000000000000000000000000000000000000
Binary files a/diego_mp4.webm and /dev/null differ