diff --git a/Pipfile.lock b/Pipfile.lock
index 9a12564..ebc1f4e 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -18,9 +18,11 @@
     "default": {
         "absl-py": {
             "hashes": [
-                "sha256:75e737d6ce7723d9ff9b7aa1ba3233c34be62ef18d5859e706b8fdc828989830"
+                "sha256:84e6dcdc69c947d0c13e5457d056bd43cade4c2393dce00d684aedea77ddc2a3",
+                "sha256:ac511215c01ee9ae47b19716599e8ccfa746f2e18de72bdf641b79b22afa27ea"
             ],
-            "version": "==0.9.0"
+            "markers": "python_version >= '3.6'",
+            "version": "==1.0.0"
         },
         "astunparse": {
             "hashes": [
@@ -31,24 +33,26 @@
         },
         "cachetools": {
             "hashes": [
-                "sha256:1d057645db16ca7fe1f3bd953558897603d6f0b9c51ed9d11eb4d071ec4e2aab",
-                "sha256:de5d88f87781602201cde465d3afe837546663b168e8b39df67411b0bf10cefc"
+                "sha256:89ea6f1b638d5a73a4f9226be57ac5e4f399d22770b92355f92dcb0f7f001693",
+                "sha256:92971d3cb7d2a97efff7c7bb1657f21a8f5fb309a37530537c71b1774189f2d1"
             ],
-            "version": "==4.1.0"
+            "markers": "python_version ~= '3.5'",
+            "version": "==4.2.4"
         },
         "certifi": {
             "hashes": [
-                "sha256:1d987a998c75633c40847cc966fcf5904906c920a7f17ef374f5aa4282abd304",
-                "sha256:51fcb31174be6e6664c5f69e3e1691a2d72a1a12e90f872cbdb1567eb47b6519"
+                "sha256:78884e7c1d4b00ce3cea67b44566851c4343c120abd683433ce934a68ea58872",
+                "sha256:d62a0163eb4c2344ac042ab2bdf75399a71a2d8c7d47eac2e2ee91b9d6339569"
             ],
-            "version": "==2020.4.5.1"
+            "version": "==2021.10.8"
         },
-        "chardet": {
+        "charset-normalizer": {
             "hashes": [
-                "sha256:84ab92ed1c4d4f16916e05906b6b75a6c0fb5db821cc65e70cbd64a3e2a5eaae",
-                "sha256:fc323ffcaeaed0e0a02bf4d117757b98aed530d9ed4531e3e15460124c106691"
+                "sha256:2857e29ff0d34db842cd7ca3230549d1a697f96ee6d3fb071cfa6c7393832597",
+                "sha256:6881edbebdb17b39b4eaaa821b438bf6eddffb4468cf344f09f89def34a8b1df"
             ],
-            "version": "==3.0.4"
+            "markers": "python_version >= '3'",
+            "version": "==2.0.12"
         },
         "facenet-pytorch": {
             "hashes": [
@@ -62,6 +66,7 @@
             "hashes": [
                 "sha256:b1bead90b70cf6ec3f0710ae53a525360fa360d306a86583adc6bf83a4db537d"
             ],
+            "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==0.18.2"
         },
         "gast": {
@@ -69,21 +74,24 @@
                 "sha256:8f46f5be57ae6889a4e16e2ca113b1703ef17f2b0abceb83793eaba9e1351a45",
                 "sha256:b881ef288a49aa81440d2c5eb8aeefd4c2bb8993d5f50edae7413a85bfdb3b57"
             ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==0.3.3"
         },
         "google-auth": {
             "hashes": [
-                "sha256:4942ab1ff530e740866571c0416fb5a7dc9ec53233a8f8dff63e8cd7371003d1",
-                "sha256:82d32f6601f35309c95d5917bcdf72f3ec193c7f46c79e433b8d76ccbe68e21d"
+                "sha256:997516b42ecb5b63e8d80f5632c1a61dddf41d2a4c2748057837e06e00014258",
+                "sha256:b7033be9028c188ee30200b204ea00ed82ea1162e8ac1df4aa6ded19a191d88e"
             ],
-            "version": "==1.14.3"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'",
+            "version": "==1.35.0"
         },
         "google-auth-oauthlib": {
             "hashes": [
-                "sha256:88d2cd115e3391eb85e1243ac6902e76e77c5fe438b7276b297fbe68015458dd",
-                "sha256:a92a0f6f41a0fb6138454fbc02674e64f89d82a244ea32f98471733c8ef0e0e1"
+                "sha256:3f2a6e802eebbb6fb736a370fbf3b055edcb6b52878bf2f26330b5e041316c73",
+                "sha256:a90a072f6993f2c327067bf65270046384cda5a8ecb20b94ea9a687f1f233a7a"
             ],
-            "version": "==0.4.1"
+            "markers": "python_version >= '3.6'",
+            "version": "==0.4.6"
         },
         "google-pasta": {
             "hashes": [
@@ -95,39 +103,53 @@
         },
         "grpcio": {
             "hashes": [
-                "sha256:10cdc8946a7c2284bbc8e16d346eaa2beeaae86ea598f345df86d4ef7dfedb84",
-                "sha256:23bc395a32c2465564cb242e48bdd2fdbe5a4aebf307649a800da1b971ee7f29",
-                "sha256:2637ce96b7c954d2b71060f50eb4c72f81668f1b2faa6cbdc74677e405978901",
-                "sha256:3d8c510b6eabce5192ce126003d74d7751c7218d3e2ad39fcf02400d7ec43abe",
-                "sha256:5024b26e17a1bfc9390fb3b8077bf886eee02970af780fd23072970ef08cefe8",
-                "sha256:517538a54afdd67162ea2af1ac3326c0752c5d13e6ddadbc4885f6a28e91ab28",
-                "sha256:524ae8d3da61b856cf08abb3d0947df05402919e4be1f88328e0c1004031f72e",
-                "sha256:54e4658c09084b09cd83a5ea3a8bce78e4031ff1010bb8908c399a22a76a6f08",
-                "sha256:57c8cc2ae8cb94c3a89671af7e1380a4cdfcd6bab7ba303f4461ec32ded250ae",
-                "sha256:5fd9ffe938e9225c654c60eb21ff011108cc27302db85200413807e0eda99a4a",
-                "sha256:75b2247307a7ecaf6abc9eb2bd04af8f88816c111b87bf0044d7924396e9549c",
-                "sha256:7bf3cb1e0f4a9c89f7b748583b994bdce183103d89d5ff486da48a7668a052c7",
-                "sha256:7e02a7c40304eecee203f809a982732bd37fad4e798acad98fe73c66e44ff2db",
-                "sha256:806c9759f5589b3761561187408e0313a35c5c53f075c7590effab8d27d67dfe",
-                "sha256:80e9f9f6265149ca7c84e1c8c31c2cf3e2869c45776fbe8880a3133a11d6d290",
-                "sha256:81bbf78a399e0ee516c81ddad8601f12af3fc9b30f2e4b2fbd64efd327304a4d",
-                "sha256:886d48c32960b39e059494637eb0157a694956248d03b0de814447c188b74799",
-                "sha256:97b72bf2242a351a89184134adbb0ae3b422e6893c6c712bc7669e2eab21501b",
-                "sha256:97fcbdf1f12e0079d26db73da11ee35a09adc870b1e72fbff0211f6a8003a4e8",
-                "sha256:9cfb4b71cc3c8757f137d47000f9d90d4bd818733f9ab4f78bd447e052a4cb9a",
-                "sha256:9ef0370bcf629ece4e7e37796e4604e2514b920669be2911fc3f9c163a73a57b",
-                "sha256:a6dddb177b3cfa0cfe299fb9e07d6a3382cc79466bef48fe9c4326d5c5b1dcb8",
-                "sha256:a97ea91e31863c9a3879684b5fb3c6ab4b17c5431787548fc9f52b9483ea9c25",
-                "sha256:b49f243936b0f6ae8eb6adf88a1e54e736f1c6724a1bff6b591d105d708263ad",
-                "sha256:b85f355fc24b68a6c52f2750e7141110d1fcd07dfdc9b282de0000550fe0511b",
-                "sha256:c3a0ef12ee86f6e72db50e01c3dba7735a76d8c30104b9b0f7fd9d65ceb9d93f",
-                "sha256:da0ca9b1089d00e39a8b83deec799a4e5c37ec1b44d804495424acde50531868",
-                "sha256:e90f3d11185c36593186e5ff1f581acc6ddfa4190f145b0366e579de1f52803b",
-                "sha256:ebf0ccb782027ef9e213e03b6d00bbd8dabd80959db7d468c0738e6d94b5204c",
-                "sha256:eede3039c3998e2cc0f6713f4ac70f235bd32967c9b958a17bf937aceebc12c3",
-                "sha256:ff7931241351521b8df01d7448800ce0d59364321d8d82c49b826d455678ff08"
-            ],
-            "version": "==1.29.0"
+                "sha256:05467acd391e3fffb05991c76cb2ed2fa1309d0e3815ac379764bc5670b4b5d4",
+                "sha256:0ac72d4b953b76924f8fa21436af060d7e6d8581e279863f30ee14f20751ac27",
+                "sha256:11f811c0fffd84fca747fbc742464575e5eb130fd4fb4d6012ccc34febd001db",
+                "sha256:13343e7b840c20f43b44f0e6d3bbdc037c964f0aec9735d7cb685c407731c9ff",
+                "sha256:14eefcf623890f3f7dd7831decd2a2116652b5ce1e0f1d4b464b8f52110743b0",
+                "sha256:19e54f0c7083c8332b5a75a9081fc5127f1dbb67b6c1a32bd7fe896ef0934918",
+                "sha256:36a7bdd6ef9bca050c7ade8cba5f0e743343ea0756d5d3d520e915098a9dc503",
+                "sha256:3d47553b8e86ab1e59b0185ba6491a187f94a0239f414c8fc867a22b0405b798",
+                "sha256:41036a574cab3468f24d41d6ed2b52588fb85ed60f8feaa925d7e424a250740b",
+                "sha256:4201c597e5057a9bfef9ea5777a6d83f6252cb78044db7d57d941ec2300734a5",
+                "sha256:46d4843192e7d36278884282e100b8f305cf37d1b3d8c6b4f736d4454640a069",
+                "sha256:4bae1c99896045d3062ab95478411c8d5a52cb84b91a1517312629fa6cfeb50e",
+                "sha256:4ee51964edfd0a1293a95bb0d72d134ecf889379d90d2612cbf663623ce832b4",
+                "sha256:4fcb53e4eb8c271032c91b8981df5fc1bb974bc73e306ec2c27da41bd95c44b5",
+                "sha256:5c30a9a7d3a05920368a60b080cbbeaf06335303be23ac244034c71c03a0fd24",
+                "sha256:5f3c54ebb5d9633a557335c01d88d3d4928e9b1b131692283b6184da1edbec0b",
+                "sha256:6641a28cc826a92ef717201cca9a035c34a0185e38b0c93f3ce5f01a01a1570a",
+                "sha256:790d7493337558ae168477d1be3178f4c9b8f91d8cd9b8b719d06fd9b2d48836",
+                "sha256:871078218fa9117e2a378678f327e32fda04e363ed6bc0477275444273255d4d",
+                "sha256:898c159148f27e23c08a337fb80d31ece6b76bb24f359d83929460d813665b74",
+                "sha256:89b390b1c0de909965280d175c53128ce2f0f4f5c0f011382243dd7f2f894060",
+                "sha256:8fa6584046a7cf281649975a363673fa5d9c6faf9dc923f261cc0e56713b5892",
+                "sha256:9075c0c003c1ff14ebce8f0ba55cc692158cb55c68da09cf8b0f9fc5b749e343",
+                "sha256:9a86a91201f8345502ea81dee0a55ae13add5fafadf109b17acd858fe8239651",
+                "sha256:a8d610b7b557a7609fecee80b6dd793ecb7a9a3c3497fbdce63ce7d151cdd705",
+                "sha256:b81dc7894062ed2d25b74a2725aaa0a6895ce97ce854f432fe4e87cad5a07316",
+                "sha256:b8d852329336c584c636caa9c2db990f3a332b19bc86a80f4646b58d27c142db",
+                "sha256:be857b7ec2ac43455156e6ba89262f7d7ae60227049427d01a3fecd218a3f88d",
+                "sha256:bebe90b8020b4248e5a2076b56154cc6ff45691bbbe980579fc9db26717ac968",
+                "sha256:bfd36b959c3c4e945119387baed1414ea46f7116886aa23de0172302b49d7ff1",
+                "sha256:c122dac5cb299b8ad7308d61bd9fe0413de13b0347cce465398436b3fdf1f609",
+                "sha256:c5c2f8417d13386e18ccc8c61467cb6a6f9667a1ff7000a2d7d378e5d7df693f",
+                "sha256:ccd388b8f37b19d06e4152189726ce309e36dc03b53f2216a4ea49f09a7438e6",
+                "sha256:cd61b52d9cf8fcf8d9628c0b640b9e44fdc5e93d989cc268086a858540ed370c",
+                "sha256:cf220199b7b4992729ad4d55d5d3f652f4ccfe1a35b5eacdbecf189c245e1859",
+                "sha256:d1e22d3a510438b7f3365c0071b810672d09febac6e8ca8a47eab657ae5f347b",
+                "sha256:d2ec124a986093e26420a5fb10fa3f02b2c232f924cdd7b844ddf7e846c020cd",
+                "sha256:dc3290d0411ddd2bd49adba5793223de8de8b01588d45e9376f1a9f7d25414f4",
+                "sha256:e2149077d71e060678130644670389ddf1491200bcea16c5560d4ccdc65e3f2e",
+                "sha256:e2de61005118ae59d48d5d749283ebfd1ba4ca68cc1000f8a395cd2bdcff7ceb",
+                "sha256:e50ddea6de76c09b656df4b5a55ae222e2a56e625c44250e501ff3c904113ec1",
+                "sha256:e898194f76212facbaeb6d7545debff29351afa23b53ff8f0834d66611af5139",
+                "sha256:f6a9cf0e77f72f2ac30c9c6e086bc7446c984c51bebc6c7f50fbcd718037edba",
+                "sha256:fdb0a3e0e64843441793923d9532a3a23907b07b2a1e0a7a31f186dc185bb772"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==1.44.0"
         },
         "h5py": {
             "hashes": [
@@ -165,18 +187,19 @@
         },
         "idna": {
             "hashes": [
-                "sha256:7588d1c14ae4c77d74036e8c22ff447b26d0fde8f007354fd48a7814db15b7cb",
-                "sha256:a068a21ceac8a4d63dbfd964670474107f541babbd2250d61922f029858365fa"
+                "sha256:84d9dd047ffa80596e0f246e2eab0b391788b0503584e8945f2368256d2735ff",
+                "sha256:9d643ff0a55b762d5cdb124b8eaa99c66322e2157b69160bc32796e824360e6d"
             ],
-            "version": "==2.9"
+            "markers": "python_version >= '3'",
+            "version": "==3.3"
         },
         "importlib-metadata": {
             "hashes": [
-                "sha256:2a688cbaa90e0cc587f1df48bdc97a6eadccdcd9c35fb3f976a09e3b5016d90f",
-                "sha256:34513a8a0c4962bc66d35b359558fd8a5e10cd472d37aec5f66858addef32c1e"
+                "sha256:b36ffa925fe3139b2f6ff11d6925ffd4fa7bc47870165e3ac260ac7b4f91e6ac",
+                "sha256:d16e8c1deb60de41b8e8ed21c1a7b947b0bc62fab7e1d470bcdf331cea2e6735"
             ],
-            "markers": "python_version < '3.8'",
-            "version": "==1.6.0"
+            "markers": "python_version < '3.10'",
+            "version": "==4.11.2"
         },
         "instaloader": {
             "hashes": [
@@ -187,24 +210,17 @@
         },
         "joblib": {
             "hashes": [
-                "sha256:0630eea4f5664c463f23fbf5dcfc54a2bc6168902719fa8e19daf033022786c8",
-                "sha256:bdb4fd9b72915ffb49fde2229ce482dd7ae79d842ed8c2b4c932441495af1403"
+                "sha256:4158fcecd13733f8be669be0683b96ebdbbd38d23559f54dca7205aea1bf1e35",
+                "sha256:f21f109b3c7ff9d95f8387f752d0d9c34a02aa2f7060c2135f465da0e5160ff6"
             ],
-            "version": "==0.14.1"
+            "markers": "python_version >= '3.6'",
+            "version": "==1.1.0"
         },
         "keras": {
             "hashes": [
-                "sha256:321d43772006a25a1d58eea17401ef2a34d388b588c9f7646c34796151ebc8cc",
-                "sha256:d08a57bd63546175f8f19232ba05906514d419da3e0af8ef7437fa1c11442e20"
-            ],
-            "version": "==2.3.1"
-        },
-        "keras-applications": {
-            "hashes": [
-                "sha256:5579f9a12bcde9748f4a12233925a59b93b73ae6947409ff34aa2ba258189fe5",
-                "sha256:df4323692b8c1174af821bf906f1e442e63fa7589bf0f1230a0b6bdc5a810c95"
+                "sha256:744d39dc6577dcd80ff4a4d41549e92b77d6a17e0edd58a431d30656e29bc94e"
             ],
-            "version": "==1.0.8"
+            "version": "==2.8.0"
         },
         "keras-preprocessing": {
             "hashes": [
@@ -215,15 +231,17 @@
         },
         "markdown": {
             "hashes": [
-                "sha256:1fafe3f1ecabfb514a5285fca634a53c1b32a81cb0feb154264d55bf2ff22c17",
-                "sha256:c467cd6233885534bf0fe96e62e3cf46cfc1605112356c4f9981512b8174de59"
+                "sha256:76df8ae32294ec39dcf89340382882dfa12975f87f45c3ed1ecdb1e8cefc7006",
+                "sha256:9923332318f843411e9932237530df53162e29dc7a4e2b91e35764583c46c9a3"
             ],
-            "version": "==3.2.2"
+            "markers": "python_version >= '3.6'",
+            "version": "==3.3.6"
         },
         "mtcnn": {
             "hashes": [
                 "sha256:5168c3a5ab9bb91e97a370134982f07daf745ac003db51b92fe4c666331ef10c",
-                "sha256:56624f08e088e5cf062de8005df09696cdbc0f4c2fc3578483b19e0fb3984252"
+                "sha256:56624f08e088e5cf062de8005df09696cdbc0f4c2fc3578483b19e0fb3984252",
+                "sha256:d991b5bf3c4fa61b9e28b1a9a0005e0a57adc8d7aaa49833ed1010bb8d5aa670"
             ],
             "index": "pypi",
             "version": "==0.1.0"
@@ -257,42 +275,32 @@
         },
         "oauthlib": {
             "hashes": [
-                "sha256:bee41cc35fcca6e988463cacc3bcb8a96224f470ca547e697b604cc697b2f889",
-                "sha256:df884cd6cbe20e32633f1db1072e9356f53638e4361bef4e8b03c9127c9328ea"
+                "sha256:23a8208d75b902797ea29fd31fa80a15ed9dc2c6c16fe73f5d346f83f6fa27a2",
+                "sha256:6db33440354787f9b7f3a6dbd4febf5d0f93758354060e802f6c06cb493022fe"
             ],
-            "version": "==3.1.0"
+            "markers": "python_version >= '3.6'",
+            "version": "==3.2.0"
         },
         "opencv-python": {
             "hashes": [
-                "sha256:068928b9907b3d3acd53b129062557d6b0b8b324bfade77f028dbe4dfe482bf2",
-                "sha256:0e7c91718351449877c2d4141abd64eee1f9c8701bcfaf4e8627bd023e303368",
-                "sha256:1ab92d807427641ec45d28d5907426aa06b4ffd19c5b794729c74d91cd95090e",
-                "sha256:31d634dea1b47c231b88d384f90605c598214d0c596443c9bb808e11761829f5",
-                "sha256:5fdfc0bed37315f27d30ae5ae9bad47ec0a0a28c323739d39c8177b7e0929238",
-                "sha256:6fa8fac14dd5af4819d475f74af12d65fbbfa391d3110c3a972934a5e6507c24",
-                "sha256:78cc89ebc808886eb190626ee71ab65e47f374121975f86e4d5f7c0e3ce6bed9",
-                "sha256:7c7ba11720d01cb572b4b6945d115cb103462c0a28996b44d4e540d06e6a90fd",
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@@ -479,12 +537,21 @@
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@@ -495,16 +562,16 @@
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@@ -538,10 +605,11 @@
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@@ -572,40 +640,115 @@
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