diff --git a/Pipfile.lock b/Pipfile.lock
index a38a3ac..5c348fc 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -18,10 +18,10 @@
     "default": {
         "certifi": {
             "hashes": [
-                "sha256:046832c04d4e752f37383b628bc601a7ea7211496b4638f6514d0e5b9acc4939",
-                "sha256:945e3ba63a0b9f577b1395204e13c3a231f9bc0223888be653286534e5873695"
+                "sha256:78884e7c1d4b00ce3cea67b44566851c4343c120abd683433ce934a68ea58872",
+                "sha256:d62a0163eb4c2344ac042ab2bdf75399a71a2d8c7d47eac2e2ee91b9d6339569"
             ],
-            "version": "==2019.6.16"
+            "version": "==2021.10.8"
         },
         "chardet": {
             "hashes": [
@@ -32,10 +32,11 @@
         },
         "click": {
             "hashes": [
-                "sha256:2335065e6395b9e67ca716de5f7526736bfa6ceead690adf616d925bdc622b13",
-                "sha256:5b94b49521f6456670fdb30cd82a4eca9412788a93fa6dd6df72c94d5a8ff2d7"
+                "sha256:353f466495adaeb40b6b5f592f9f91cb22372351c84caeb068132442a4518ef3",
+                "sha256:410e932b050f5eed773c4cda94de75971c89cdb3155a72a0831139a79e5ecb5b"
             ],
-            "version": "==7.0"
+            "markers": "python_version >= '3.6'",
+            "version": "==8.0.3"
         },
         "dlib": {
             "hashes": [
@@ -65,40 +66,65 @@
             ],
             "version": "==2.8"
         },
+        "importlib-metadata": {
+            "hashes": [
+                "sha256:92a8b58ce734b2a4494878e0ecf7d79ccd7a128b5fc6014c401e0b61f006f0f6",
+                "sha256:b7cf7d3fef75f1e4c80a96ca660efbd51473d7e8f39b5ab9210febc7809012a4"
+            ],
+            "markers": "python_version < '3.8'",
+            "version": "==4.10.0"
+        },
         "joblib": {
             "hashes": [
-                "sha256:21e0c34a69ad7fde4f2b1f3402290e9ec46f545f15f1541c582edfe05d87b63a",
-                "sha256:315d6b19643ec4afd4c41c671f9f2d65ea9d787da093487a81ead7b0bac94524"
+                "sha256:4158fcecd13733f8be669be0683b96ebdbbd38d23559f54dca7205aea1bf1e35",
+                "sha256:f21f109b3c7ff9d95f8387f752d0d9c34a02aa2f7060c2135f465da0e5160ff6"
             ],
-            "version": "==0.13.2"
+            "markers": "python_version >= '3.6'",
+            "version": "==1.1.0"
         },
         "nltk": {
             "hashes": [
-                "sha256:764c20a5f8532a681c261af3c7d1a54768a35df6f3603df75e615cbd34e47cb5"
+                "sha256:764c20a5f8532a681c261af3c7d1a54768a35df6f3603df75e615cbd34e47cb5",
+                "sha256:9819cbcaf38289a7f167cb9ef2f487f0c38f92b6866a8b1e63345b8d211f7709"
             ],
             "index": "pypi",
             "version": "==3.4.4"
         },
         "numpy": {
             "hashes": [
-                "sha256:03e311b0a4c9f5755da7d52161280c6a78406c7be5c5cc7facfbcebb641efb7e",
-                "sha256:0cdd229a53d2720d21175012ab0599665f8c9588b3b8ffa6095dd7b90f0691dd",
-                "sha256:312bb18e95218bedc3563f26fcc9c1c6bfaaf9d453d15942c0839acdd7e4c473",
-                "sha256:464b1c48baf49e8505b1bb754c47a013d2c305c5b14269b5c85ea0625b6a988a",
-                "sha256:5adfde7bd3ee4864536e230bcab1c673f866736698724d5d28c11a4d63672658",
-                "sha256:7724e9e31ee72389d522b88c0d4201f24edc34277999701ccd4a5392e7d8af61",
-                "sha256:8d36f7c53ae741e23f54793ffefb2912340b800476eb0a831c6eb602e204c5c4",
-                "sha256:910d2272403c2ea8a52d9159827dc9f7c27fb4b263749dca884e2e4a8af3b302",
-                "sha256:951fefe2fb73f84c620bec4e001e80a80ddaa1b84dce244ded7f1e0cbe0ed34a",
-                "sha256:9588c6b4157f493edeb9378788dcd02cb9e6a6aeaa518b511a1c79d06cbd8094",
-                "sha256:9ce8300950f2f1d29d0e49c28ebfff0d2f1e2a7444830fbb0b913c7c08f31511",
-                "sha256:be39cca66cc6806652da97103605c7b65ee4442c638f04ff064a7efd9a81d50a",
-                "sha256:c3ab2d835b95ccb59d11dfcd56eb0480daea57cdf95d686d22eff35584bc4554",
-                "sha256:eb0fc4a492cb896346c9e2c7a22eae3e766d407df3eb20f4ce027f23f76e4c54",
-                "sha256:ec0c56eae6cee6299f41e780a0280318a93db519bbb2906103c43f3e2be1206c",
-                "sha256:f4e4612de60a4f1c4d06c8c2857cdcb2b8b5289189a12053f37d3f41f06c60d0"
-            ],
-            "version": "==1.17.0"
+                "sha256:00c9fa73a6989895b8815d98300a20ac993c49ac36c8277e8ffeaa3631c0dbbb",
+                "sha256:025b497014bc33fc23897859350f284323f32a2fff7654697f5a5fc2a19e9939",
+                "sha256:08de8472d9f7571f9d51b27b75e827f5296295fa78817032e84464be8bb905bc",
+                "sha256:1964db2d4a00348b7a60ee9d013c8cb0c566644a589eaa80995126eac3b99ced",
+                "sha256:2a9add27d7fc0fdb572abc3b2486eb3b1395da71e0254c5552b2aad2a18b5441",
+                "sha256:2d8adfca843bc46ac199a4645233f13abf2011a0b2f4affc5c37cd552626f27b",
+                "sha256:301e408a052fdcda5cdcf03021ebafc3c6ea093021bf9d1aa47c54d48bdad166",
+                "sha256:311283acf880cfcc20369201bd75da907909afc4666966c7895cbed6f9d2c640",
+                "sha256:341dddcfe3b7b6427a28a27baa59af5ad51baa59bfec3264f1ab287aa3b30b13",
+                "sha256:3a5098df115340fb17fc93867317a947e1dcd978c3888c5ddb118366095851f8",
+                "sha256:3c978544be9e04ed12016dd295a74283773149b48f507d69b36f91aa90a643e5",
+                "sha256:3d893b0871322eaa2f8c7072cdb552d8e2b27645b7875a70833c31e9274d4611",
+                "sha256:4fe6a006557b87b352c04596a6e3f12a57d6e5f401d804947bd3188e6b0e0e76",
+                "sha256:507c05c7a37b3683eb08a3ff993bd1ee1e6c752f77c2f275260533b265ecdb6c",
+                "sha256:58ca1d7c8aef6e996112d0ce873ac9dfa1eaf4a1196b4ff7ff73880a09923ba7",
+                "sha256:61bada43d494515d5b122f4532af226fdb5ee08fe5b5918b111279843dc6836a",
+                "sha256:69a5a8d71c308d7ef33ef72371c2388a90e3495dbb7993430e674006f94797d5",
+                "sha256:6a5928bc6241264dce5ed509e66f33676fc97f464e7a919edc672fb5532221ee",
+                "sha256:7b9d6b14fc9a4864b08d1ba57d732b248f0e482c7b2ff55c313137e3ed4d8449",
+                "sha256:a7c4b701ca418cd39e28ec3b496e6388fe06de83f5f0cb74794fa31cfa384c02",
+                "sha256:a7e8f6216f180f3fd4efb73de5d1eaefb5f5a1ee5b645c67333033e39440e63a",
+                "sha256:b545ebadaa2b878c8630e5bcdb97fc4096e779f335fc0f943547c1c91540c815",
+                "sha256:c293d3c0321996cd8ffe84215ffe5d269fd9d1d12c6f4ffe2b597a7c30d3e593",
+                "sha256:c5562bcc1a9b61960fc8950ade44d00e3de28f891af0acc96307c73613d18f6e",
+                "sha256:ca9c23848292c6fe0a19d212790e62f398fd9609aaa838859be8459bfbe558aa",
+                "sha256:cc1b30205d138d1005adb52087ff45708febbef0e420386f58664f984ef56954",
+                "sha256:dbce7adeb66b895c6aaa1fad796aaefc299ced597f6fbd9ceddb0dd735245354",
+                "sha256:dc4b2fb01f1b4ddbe2453468ea0719f4dbb1f5caa712c8b21bb3dd1480cd30d9",
+                "sha256:eed2afaa97ec33b4411995be12f8bdb95c87984eaa28d76cf628970c8a2d689a",
+                "sha256:fc7a7d7b0ed72589fd8b8486b9b42a564f10b8762be8bd4d9df94b807af4a089"
+            ],
+            "markers": "python_version < '3.11' and python_version >= '3.7'",
+            "version": "==1.21.5"
         },
         "opencv-python": {
             "hashes": [
@@ -135,34 +161,41 @@
         },
         "pillow": {
             "hashes": [
-                "sha256:0804f77cb1e9b6dbd37601cee11283bba39a8d44b9ddb053400c58e0c0d7d9de",
-                "sha256:0ab7c5b5d04691bcbd570658667dd1e21ca311c62dcfd315ad2255b1cd37f64f",
-                "sha256:0b3e6cf3ea1f8cecd625f1420b931c83ce74f00c29a0ff1ce4385f99900ac7c4",
-                "sha256:365c06a45712cd723ec16fa4ceb32ce46ad201eb7bbf6d3c16b063c72b61a3ed",
-                "sha256:38301fbc0af865baa4752ddae1bb3cbb24b3d8f221bf2850aad96b243306fa03",
-                "sha256:3aef1af1a91798536bbab35d70d35750bd2884f0832c88aeb2499aa2d1ed4992",
-                "sha256:3fe0ab49537d9330c9bba7f16a5f8b02da615b5c809cdf7124f356a0f182eccd",
-                "sha256:45a619d5c1915957449264c81c008934452e3fd3604e36809212300b2a4dab68",
-                "sha256:49f90f147883a0c3778fd29d3eb169d56416f25758d0f66775db9184debc8010",
-                "sha256:571b5a758baf1cb6a04233fb23d6cf1ca60b31f9f641b1700bfaab1194020555",
-                "sha256:5ac381e8b1259925287ccc5a87d9cf6322a2dc88ae28a97fe3e196385288413f",
-                "sha256:6153db744a743c0c8c91b8e3b9d40e0b13a5d31dbf8a12748c6d9bfd3ddc01ad",
-                "sha256:6fd63afd14a16f5d6b408f623cc2142917a1f92855f0df997e09a49f0341be8a",
-                "sha256:70acbcaba2a638923c2d337e0edea210505708d7859b87c2bd81e8f9902ae826",
-                "sha256:70b1594d56ed32d56ed21a7fbb2a5c6fd7446cdb7b21e749c9791eac3a64d9e4",
-                "sha256:76638865c83b1bb33bcac2a61ce4d13c17dba2204969dedb9ab60ef62bede686",
-                "sha256:7b2ec162c87fc496aa568258ac88631a2ce0acfe681a9af40842fc55deaedc99",
-                "sha256:7cee2cef07c8d76894ebefc54e4bb707dfc7f258ad155bd61d87f6cd487a70ff",
-                "sha256:7d16d4498f8b374fc625c4037742fbdd7f9ac383fd50b06f4df00c81ef60e829",
-                "sha256:b50bc1780681b127e28f0075dfb81d6135c3a293e0c1d0211133c75e2179b6c0",
-                "sha256:bd0582f831ad5bcad6ca001deba4568573a4675437db17c4031939156ff339fa",
-                "sha256:cfd40d8a4b59f7567620410f966bb1f32dc555b2b19f82a91b147fac296f645c",
-                "sha256:e3ae410089de680e8f84c68b755b42bc42c0ceb8c03dbea88a5099747091d38e",
-                "sha256:e9046e559c299b395b39ac7dbf16005308821c2f24a63cae2ab173bd6aa11616",
-                "sha256:ef6be704ae2bc8ad0ebc5cb850ee9139493b0fc4e81abcc240fb392a63ebc808",
-                "sha256:f8dc19d92896558f9c4317ee365729ead9d7bbcf2052a9a19a3ef17abbb8ac5b"
-            ],
-            "version": "==6.1.0"
+                "sha256:03b27b197deb4ee400ed57d8d4e572d2d8d80f825b6634daf6e2c18c3c6ccfa6",
+                "sha256:0b281fcadbb688607ea6ece7649c5d59d4bbd574e90db6cd030e9e85bde9fecc",
+                "sha256:0ebd8b9137630a7bbbff8c4b31e774ff05bbb90f7911d93ea2c9371e41039b52",
+                "sha256:113723312215b25c22df1fdf0e2da7a3b9c357a7d24a93ebbe80bfda4f37a8d4",
+                "sha256:2d16b6196fb7a54aff6b5e3ecd00f7c0bab1b56eee39214b2b223a9d938c50af",
+                "sha256:2fd8053e1f8ff1844419842fd474fc359676b2e2a2b66b11cc59f4fa0a301315",
+                "sha256:31b265496e603985fad54d52d11970383e317d11e18e856971bdbb86af7242a4",
+                "sha256:3586e12d874ce2f1bc875a3ffba98732ebb12e18fb6d97be482bd62b56803281",
+                "sha256:47f5cf60bcb9fbc46011f75c9b45a8b5ad077ca352a78185bd3e7f1d294b98bb",
+                "sha256:490e52e99224858f154975db61c060686df8a6b3f0212a678e5d2e2ce24675c9",
+                "sha256:500d397ddf4bbf2ca42e198399ac13e7841956c72645513e8ddf243b31ad2128",
+                "sha256:52abae4c96b5da630a8b4247de5428f593465291e5b239f3f843a911a3cf0105",
+                "sha256:6579f9ba84a3d4f1807c4aab4be06f373017fc65fff43498885ac50a9b47a553",
+                "sha256:68e06f8b2248f6dc8b899c3e7ecf02c9f413aab622f4d6190df53a78b93d97a5",
+                "sha256:6c5439bfb35a89cac50e81c751317faea647b9a3ec11c039900cd6915831064d",
+                "sha256:72c3110228944019e5f27232296c5923398496b28be42535e3b2dc7297b6e8b6",
+                "sha256:72f649d93d4cc4d8cf79c91ebc25137c358718ad75f99e99e043325ea7d56100",
+                "sha256:7aaf07085c756f6cb1c692ee0d5a86c531703b6e8c9cae581b31b562c16b98ce",
+                "sha256:80fe92813d208ce8aa7d76da878bdc84b90809f79ccbad2a288e9bcbeac1d9bd",
+                "sha256:95545137fc56ce8c10de646074d242001a112a92de169986abd8c88c27566a05",
+                "sha256:97b6d21771da41497b81652d44191489296555b761684f82b7b544c49989110f",
+                "sha256:98cb63ca63cb61f594511c06218ab4394bf80388b3d66cd61d0b1f63ee0ea69f",
+                "sha256:9f3b4522148586d35e78313db4db0df4b759ddd7649ef70002b6c3767d0fdeb7",
+                "sha256:a09a9d4ec2b7887f7a088bbaacfd5c07160e746e3d47ec5e8050ae3b2a229e9f",
+                "sha256:b5050d681bcf5c9f2570b93bee5d3ec8ae4cf23158812f91ed57f7126df91762",
+                "sha256:bb47a548cea95b86494a26c89d153fd31122ed65255db5dcbc421a2d28eb3379",
+                "sha256:bc462d24500ba707e9cbdef436c16e5c8cbf29908278af053008d9f689f56dee",
+                "sha256:c2067b3bb0781f14059b112c9da5a91c80a600a97915b4f48b37f197895dd925",
+                "sha256:d154ed971a4cc04b93a6d5b47f37948d1f621f25de3e8fa0c26b2d44f24e3e8f",
+                "sha256:d5dcea1387331c905405b09cdbfb34611050cc52c865d71f2362f354faee1e9f",
+                "sha256:ee6e2963e92762923956fe5d3479b1fdc3b76c83f290aad131a2f98c3df0593e",
+                "sha256:fd0e5062f11cb3e730450a7d9f323f4051b532781026395c4323b8ad055523c4"
+            ],
+            "index": "pypi",
+            "version": "==9.0.0"
         },
         "requests": {
             "hashes": [
@@ -174,52 +207,84 @@
         },
         "scikit-learn": {
             "hashes": [
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-            "version": "==0.21.3"
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         "sklearn": {
             "hashes": [
@@ -228,12 +293,37 @@
             "index": "pypi",
             "version": "==0.0"
         },
+        "threadpoolctl": {
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     "develop": {}