diff --git a/Pipfile b/Pipfile
index 17b7772947..d2c4ac8608 100644
--- a/Pipfile
+++ b/Pipfile
@@ -76,6 +76,7 @@ parameterized = "*"
 torch = "*"
 torchsummary = "*"
 blosc = "==1.9.2"
+segmentation-models-pytorch = "==0.1.2"
 
 [packages]
 atomicwrites = "*"
diff --git a/Pipfile.lock b/Pipfile.lock
index f5c73c262c..ac485692a9 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "6d093d8db599e6d9b0a9b9bdf47f9f3b45c041e36af38867713f34ac73cf97e2"
+            "sha256": "d9f887b06f1b0277c76e82aa84c64a3abb079bb2728e7605896c25f53431ce92"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -34,59 +34,60 @@
         },
         "certifi": {
             "hashes": [
-                "sha256:1f422849db327d534e3d0c5f02a263458c3955ec0aae4ff09b95f195c59f4edd",
-                "sha256:f05def092c44fbf25834a51509ef6e631dc19765ab8a57b4e7ab85531f0a9cf4"
+                "sha256:1a4995114262bffbc2413b159f2a1a480c969de6e6eb13ee966d470af86af59c",
+                "sha256:719a74fb9e33b9bd44cc7f3a8d94bc35e4049deebe19ba7d8e108280cfd59830"
             ],
-            "version": "==2020.11.8"
+            "version": "==2020.12.5"
         },
         "cffi": {
             "hashes": [
-                "sha256:005f2bfe11b6745d726dbb07ace4d53f057de66e336ff92d61b8c7e9c8f4777d",
-                "sha256:09e96138280241bd355cd585148dec04dbbedb4f46128f340d696eaafc82dd7b",
-                "sha256:0b1ad452cc824665ddc682400b62c9e4f5b64736a2ba99110712fdee5f2505c4",
-                "sha256:0ef488305fdce2580c8b2708f22d7785ae222d9825d3094ab073e22e93dfe51f",
-                "sha256:15f351bed09897fbda218e4db5a3d5c06328862f6198d4fb385f3e14e19decb3",
-                "sha256:22399ff4870fb4c7ef19fff6eeb20a8bbf15571913c181c78cb361024d574579",
-                "sha256:23e5d2040367322824605bc29ae8ee9175200b92cb5483ac7d466927a9b3d537",
-                "sha256:2791f68edc5749024b4722500e86303a10d342527e1e3bcac47f35fbd25b764e",
-                "sha256:2f9674623ca39c9ebe38afa3da402e9326c245f0f5ceff0623dccdac15023e05",
-                "sha256:3363e77a6176afb8823b6e06db78c46dbc4c7813b00a41300a4873b6ba63b171",
-                "sha256:33c6cdc071ba5cd6d96769c8969a0531be2d08c2628a0143a10a7dcffa9719ca",
-                "sha256:3b8eaf915ddc0709779889c472e553f0d3e8b7bdf62dab764c8921b09bf94522",
-                "sha256:3cb3e1b9ec43256c4e0f8d2837267a70b0e1ca8c4f456685508ae6106b1f504c",
-                "sha256:3eeeb0405fd145e714f7633a5173318bd88d8bbfc3dd0a5751f8c4f70ae629bc",
-                "sha256:44f60519595eaca110f248e5017363d751b12782a6f2bd6a7041cba275215f5d",
-                "sha256:4d7c26bfc1ea9f92084a1d75e11999e97b62d63128bcc90c3624d07813c52808",
-                "sha256:529c4ed2e10437c205f38f3691a68be66c39197d01062618c55f74294a4a4828",
-                "sha256:6642f15ad963b5092d65aed022d033c77763515fdc07095208f15d3563003869",
-                "sha256:85ba797e1de5b48aa5a8427b6ba62cf69607c18c5d4eb747604b7302f1ec382d",
-                "sha256:8f0f1e499e4000c4c347a124fa6a27d37608ced4fe9f7d45070563b7c4c370c9",
-                "sha256:a624fae282e81ad2e4871bdb767e2c914d0539708c0f078b5b355258293c98b0",
-                "sha256:b0358e6fefc74a16f745afa366acc89f979040e0cbc4eec55ab26ad1f6a9bfbc",
-                "sha256:bbd2f4dfee1079f76943767fce837ade3087b578aeb9f69aec7857d5bf25db15",
-                "sha256:bf39a9e19ce7298f1bd6a9758fa99707e9e5b1ebe5e90f2c3913a47bc548747c",
-                "sha256:c11579638288e53fc94ad60022ff1b67865363e730ee41ad5e6f0a17188b327a",
-                "sha256:c150eaa3dadbb2b5339675b88d4573c1be3cb6f2c33a6c83387e10cc0bf05bd3",
-                "sha256:c53af463f4a40de78c58b8b2710ade243c81cbca641e34debf3396a9640d6ec1",
-                "sha256:cb763ceceae04803adcc4e2d80d611ef201c73da32d8f2722e9d0ab0c7f10768",
-                "sha256:cc75f58cdaf043fe6a7a6c04b3b5a0e694c6a9e24050967747251fb80d7bce0d",
-                "sha256:d80998ed59176e8cba74028762fbd9b9153b9afc71ea118e63bbf5d4d0f9552b",
-                "sha256:de31b5164d44ef4943db155b3e8e17929707cac1e5bd2f363e67a56e3af4af6e",
-                "sha256:e66399cf0fc07de4dce4f588fc25bfe84a6d1285cc544e67987d22663393926d",
-                "sha256:f0620511387790860b249b9241c2f13c3a80e21a73e0b861a2df24e9d6f56730",
-                "sha256:f4eae045e6ab2bb54ca279733fe4eb85f1effda392666308250714e01907f394",
-                "sha256:f92cdecb618e5fa4658aeb97d5eb3d2f47aa94ac6477c6daf0f306c5a3b9e6b1",
-                "sha256:f92f789e4f9241cd262ad7a555ca2c648a98178a953af117ef7fad46aa1d5591"
-            ],
-            "index": "pypi",
-            "version": "==1.14.3"
+                "sha256:00a1ba5e2e95684448de9b89888ccd02c98d512064b4cb987d48f4b40aa0421e",
+                "sha256:00e28066507bfc3fe865a31f325c8391a1ac2916219340f87dfad602c3e48e5d",
+                "sha256:045d792900a75e8b1e1b0ab6787dd733a8190ffcf80e8c8ceb2fb10a29ff238a",
+                "sha256:0638c3ae1a0edfb77c6765d487fee624d2b1ee1bdfeffc1f0b58c64d149e7eec",
+                "sha256:105abaf8a6075dc96c1fe5ae7aae073f4696f2905fde6aeada4c9d2926752362",
+                "sha256:155136b51fd733fa94e1c2ea5211dcd4c8879869008fc811648f16541bf99668",
+                "sha256:1a465cbe98a7fd391d47dce4b8f7e5b921e6cd805ef421d04f5f66ba8f06086c",
+                "sha256:1d2c4994f515e5b485fd6d3a73d05526aa0fcf248eb135996b088d25dfa1865b",
+                "sha256:2c24d61263f511551f740d1a065eb0212db1dbbbbd241db758f5244281590c06",
+                "sha256:51a8b381b16ddd370178a65360ebe15fbc1c71cf6f584613a7ea08bfad946698",
+                "sha256:594234691ac0e9b770aee9fcdb8fa02c22e43e5c619456efd0d6c2bf276f3eb2",
+                "sha256:5cf4be6c304ad0b6602f5c4e90e2f59b47653ac1ed9c662ed379fe48a8f26b0c",
+                "sha256:64081b3f8f6f3c3de6191ec89d7dc6c86a8a43911f7ecb422c60e90c70be41c7",
+                "sha256:6bc25fc545a6b3d57b5f8618e59fc13d3a3a68431e8ca5fd4c13241cd70d0009",
+                "sha256:798caa2a2384b1cbe8a2a139d80734c9db54f9cc155c99d7cc92441a23871c03",
+                "sha256:7c6b1dece89874d9541fc974917b631406233ea0440d0bdfbb8e03bf39a49b3b",
+                "sha256:840793c68105fe031f34d6a086eaea153a0cd5c491cde82a74b420edd0a2b909",
+                "sha256:8d6603078baf4e11edc4168a514c5ce5b3ba6e3e9c374298cb88437957960a53",
+                "sha256:9cc46bc107224ff5b6d04369e7c595acb700c3613ad7bcf2e2012f62ece80c35",
+                "sha256:9f7a31251289b2ab6d4012f6e83e58bc3b96bd151f5b5262467f4bb6b34a7c26",
+                "sha256:9ffb888f19d54a4d4dfd4b3f29bc2c16aa4972f1c2ab9c4ab09b8ab8685b9c2b",
+                "sha256:a5ed8c05548b54b998b9498753fb9cadbfd92ee88e884641377d8a8b291bcc01",
+                "sha256:a7711edca4dcef1a75257b50a2fbfe92a65187c47dab5a0f1b9b332c5919a3fb",
+                "sha256:af5c59122a011049aad5dd87424b8e65a80e4a6477419c0c1015f73fb5ea0293",
+                "sha256:b18e0a9ef57d2b41f5c68beefa32317d286c3d6ac0484efd10d6e07491bb95dd",
+                "sha256:b4e248d1087abf9f4c10f3c398896c87ce82a9856494a7155823eb45a892395d",
+                "sha256:ba4e9e0ae13fc41c6b23299545e5ef73055213e466bd107953e4a013a5ddd7e3",
+                "sha256:c6332685306b6417a91b1ff9fae889b3ba65c2292d64bd9245c093b1b284809d",
+                "sha256:d5ff0621c88ce83a28a10d2ce719b2ee85635e85c515f12bac99a95306da4b2e",
+                "sha256:d9efd8b7a3ef378dd61a1e77367f1924375befc2eba06168b6ebfa903a5e59ca",
+                "sha256:df5169c4396adc04f9b0a05f13c074df878b6052430e03f50e68adf3a57aa28d",
+                "sha256:ebb253464a5d0482b191274f1c8bf00e33f7e0b9c66405fbffc61ed2c839c775",
+                "sha256:ec80dc47f54e6e9a78181ce05feb71a0353854cc26999db963695f950b5fb375",
+                "sha256:f032b34669220030f905152045dfa27741ce1a6db3324a5bc0b96b6c7420c87b",
+                "sha256:f60567825f791c6f8a592f3c6e3bd93dd2934e3f9dac189308426bd76b00ef3b",
+                "sha256:f803eaa94c2fcda012c047e62bc7a51b0bdabda1cad7a92a522694ea2d76e49f"
+            ],
+            "index": "pypi",
+            "version": "==1.14.4"
         },
         "chardet": {
             "hashes": [
-                "sha256:84ab92ed1c4d4f16916e05906b6b75a6c0fb5db821cc65e70cbd64a3e2a5eaae",
-                "sha256:fc323ffcaeaed0e0a02bf4d117757b98aed530d9ed4531e3e15460124c106691"
+                "sha256:0d6f53a15db4120f2b08c94f11e7d93d2c911ee118b6b30a04ec3ee8310179fa",
+                "sha256:f864054d66fd9118f2e67044ac8981a54775ec5b67aed0441892edb553d21da5"
             ],
-            "version": "==3.0.4"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
+            "version": "==4.0.0"
         },
         "click": {
             "hashes": [
@@ -108,31 +109,23 @@
         },
         "cryptography": {
             "hashes": [
-                "sha256:07ca431b788249af92764e3be9a488aa1d39a0bc3be313d826bbec690417e538",
-                "sha256:13b88a0bd044b4eae1ef40e265d006e34dbcde0c2f1e15eb9896501b2d8f6c6f",
-                "sha256:32434673d8505b42c0de4de86da8c1620651abd24afe91ae0335597683ed1b77",
-                "sha256:3cd75a683b15576cfc822c7c5742b3276e50b21a06672dc3a800a2d5da4ecd1b",
-                "sha256:4e7268a0ca14536fecfdf2b00297d4e407da904718658c1ff1961c713f90fd33",
-                "sha256:545a8550782dda68f8cdc75a6e3bf252017aa8f75f19f5a9ca940772fc0cb56e",
-                "sha256:55d0b896631412b6f0c7de56e12eb3e261ac347fbaa5d5e705291a9016e5f8cb",
-                "sha256:5849d59358547bf789ee7e0d7a9036b2d29e9a4ddf1ce5e06bb45634f995c53e",
-                "sha256:6dc59630ecce8c1f558277ceb212c751d6730bd12c80ea96b4ac65637c4f55e7",
-                "sha256:7117319b44ed1842c617d0a452383a5a052ec6aa726dfbaffa8b94c910444297",
-                "sha256:75e8e6684cf0034f6bf2a97095cb95f81537b12b36a8fedf06e73050bb171c2d",
-                "sha256:7b8d9d8d3a9bd240f453342981f765346c87ade811519f98664519696f8e6ab7",
-                "sha256:a035a10686532b0587d58a606004aa20ad895c60c4d029afa245802347fab57b",
-                "sha256:a4e27ed0b2504195f855b52052eadcc9795c59909c9d84314c5408687f933fc7",
-                "sha256:a733671100cd26d816eed39507e585c156e4498293a907029969234e5e634bc4",
-                "sha256:a75f306a16d9f9afebfbedc41c8c2351d8e61e818ba6b4c40815e2b5740bb6b8",
-                "sha256:bd717aa029217b8ef94a7d21632a3bb5a4e7218a4513d2521c2a2fd63011e98b",
-                "sha256:d25cecbac20713a7c3bc544372d42d8eafa89799f492a43b79e1dfd650484851",
-                "sha256:d26a2557d8f9122f9bf445fc7034242f4375bd4e95ecda007667540270965b13",
-                "sha256:d3545829ab42a66b84a9aaabf216a4dce7f16dbc76eb69be5c302ed6b8f4a29b",
-                "sha256:d3d5e10be0cf2a12214ddee45c6bd203dab435e3d83b4560c03066eda600bfe3",
-                "sha256:efe15aca4f64f3a7ea0c09c87826490e50ed166ce67368a68f315ea0807a20df"
+                "sha256:0003a52a123602e1acee177dc90dd201f9bb1e73f24a070db7d36c588e8f5c7d",
+                "sha256:0e85aaae861d0485eb5a79d33226dd6248d2a9f133b81532c8f5aae37de10ff7",
+                "sha256:594a1db4511bc4d960571536abe21b4e5c3003e8750ab8365fafce71c5d86901",
+                "sha256:69e836c9e5ff4373ce6d3ab311c1a2eed274793083858d3cd4c7d12ce20d5f9c",
+                "sha256:788a3c9942df5e4371c199d10383f44a105d67d401fb4304178020142f020244",
+                "sha256:7e177e4bea2de937a584b13645cab32f25e3d96fc0bc4a4cf99c27dc77682be6",
+                "sha256:83d9d2dfec70364a74f4e7c70ad04d3ca2e6a08b703606993407bf46b97868c5",
+                "sha256:84ef7a0c10c24a7773163f917f1cb6b4444597efd505a8aed0a22e8c4780f27e",
+                "sha256:9e21301f7a1e7c03dbea73e8602905a4ebba641547a462b26dd03451e5769e7c",
+                "sha256:9f6b0492d111b43de5f70052e24c1f0951cb9e6022188ebcb1cc3a3d301469b0",
+                "sha256:a69bd3c68b98298f490e84519b954335154917eaab52cf582fa2c5c7efc6e812",
+                "sha256:b4890d5fb9b7a23e3bf8abf5a8a7da8e228f1e97dc96b30b95685df840b6914a",
+                "sha256:c366df0401d1ec4e548bebe8f91d55ebcc0ec3137900d214dd7aac8427ef3030",
+                "sha256:dc42f645f8f3a489c3dd416730a514e7a91a59510ddaadc09d04224c098d3302"
             ],
             "index": "pypi",
-            "version": "==3.2.1"
+            "version": "==3.3.1"
         },
         "cysignals": {
             "hashes": [
@@ -223,11 +216,11 @@
         },
         "isort": {
             "hashes": [
-                "sha256:dcab1d98b469a12a1a624ead220584391648790275560e1a43e54c5dceae65e7",
-                "sha256:dcaeec1b5f0eca77faea2a35ab790b4f3680ff75590bfcb7145986905aab2f58"
+                "sha256:c729845434366216d320e936b8ad6f9d681aab72dc7cbc2d51bedc3582f3ad1e",
+                "sha256:fff4f0c04e1825522ce6949973e83110a6e907750cd92d128b0d14aaaadbffdc"
             ],
             "markers": "python_version >= '3.6' and python_version < '4.0'",
-            "version": "==5.6.4"
+            "version": "==5.7.0"
         },
         "itsdangerous": {
             "hashes": [
@@ -282,10 +275,16 @@
         },
         "libusb1": {
             "hashes": [
-                "sha256:240f65ac70ba3fab77749ec84a412e4e89624804cb80d6c9d394eef5af8878d6"
+                "sha256:16203d77a1f623b6f8f4e6c9d6bac79c1293b8d3e11de5f2f3c30d91380ae478",
+                "sha256:3905e907156f0a3fade75ddf82a777a6a901b245aa14500429275d221a1606c2",
+                "sha256:3a53d94add2799eaa1b412e7a5e384486c9109745217b9ac7f94101ad0f41b96",
+                "sha256:46708965226154681f8e0b14c48325c6d02e253c218e5d3aeff846ec274ceda8",
+                "sha256:4a024fffe195c49f3e7eadd2266087b4be065982f0cb41ef4b7e2c5053e7e65c",
+                "sha256:b12666e8ad4df78e8f1bae36298c7d6f8f45d70ceea058b88631ef8478fd1eb0",
+                "sha256:d03ef15248c8b8ce440f6be4248eaadc074fc2dc5edd36c48e6e78eef3999292"
             ],
             "index": "pypi",
-            "version": "==1.8"
+            "version": "==1.9.1"
         },
         "logentries": {
             "git": "https://github.com/commaai/le_python.git",
@@ -354,43 +353,43 @@
         },
         "numpy": {
             "hashes": [
-                "sha256:08308c38e44cc926bdfce99498b21eec1f848d24c302519e64203a8da99a97db",
-                "sha256:09c12096d843b90eafd01ea1b3307e78ddd47a55855ad402b157b6c4862197ce",
-                "sha256:13d166f77d6dc02c0a73c1101dd87fdf01339febec1030bd810dcd53fff3b0f1",
-                "sha256:141ec3a3300ab89c7f2b0775289954d193cc8edb621ea05f99db9cb181530512",
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-                "sha256:5734bdc0342aba9dfc6f04920988140fb41234db42381cf7ccba64169f9fe7ac",
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-                "sha256:a09f98011236a419ee3f49cedc9ef27d7a1651df07810ae430a6b06576e0b414",
-                "sha256:a5d897c14513590a85774180be713f692df6fa8ecf6483e561a6d47309566f37",
-                "sha256:ad6f2ff5b1989a4899bf89800a671d71b1612e5ff40866d1f4d8bcf48d4e5764",
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@@ -421,58 +420,58 @@
         },
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@@ -499,20 +498,37 @@
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+                "sha256:c6a5fd10ce6b6344e616cf01cc5b849fa8103fbb5ba507b6b2dee4c11e84c935",
+                "sha256:ce8b867423291cb65cfc6d9c4955ee9bfc1e21fe03bb50e177f2b957f1c2469d",
+                "sha256:d225cd8319aa1d3c85bf195c4e07d17d3cd68636b8fc97e6cf198f782f99af28",
+                "sha256:ea313bb02e5e25224e518e4352af4bf5e062755160f77e4b1767dd5ccb65f876",
+                "sha256:ea372bcc129394485824ae3e3ddabe67dc0b118d262c568b4d2602a7070afdb0",
+                "sha256:f4634b033faf0d968bb9220dd1c793b897ab7f1189956e1aa9eae752527127d3",
+                "sha256:fcc01e900c1d7bee2a37e5d6e4f9194760a93597c97fee89c4ae51701de03563"
+            ],
+            "index": "pypi",
+            "version": "==5.8.0"
         },
         "pycapnp": {
             "hashes": [
@@ -596,11 +612,11 @@
         },
         "pyjwt": {
             "hashes": [
-                "sha256:5c6eca3c2940464d106b99ba83b00c6add741c9becaec087fb7ccdefea71350e",
-                "sha256:8d59a976fb773f3e6a39c85636357c4f0e242707394cadadd9814f5cbaa20e96"
+                "sha256:5c2ff2eb27d7e342dfc3cafcc16412781f06db2690fbef81922b0172598f085b",
+                "sha256:7a2b271c6dac2fda9e0c33d176c4253faba2c6c6b3a99c7f28a32c3c97522779"
             ],
             "index": "pypi",
-            "version": "==1.7.1"
+            "version": "==2.0.0"
         },
         "pylint": {
             "hashes": [
@@ -612,11 +628,11 @@
         },
         "pyserial": {
             "hashes": [
-                "sha256:6e2d401fdee0eab996cf734e67773a0143b932772ca8b42451440cfed942c627",
-                "sha256:e0770fadba80c31013896c7e6ef703f72e7834965954a78e71a3049488d4d7d8"
+                "sha256:3c77e014170dfffbd816e6ffc205e9842efb10be9f58ec16d3e8675b4925cddb",
+                "sha256:c4451db6ba391ca6ca299fb3ec7bae67a5c55dde170964c7a14ceefec02f2cf0"
             ],
             "index": "pypi",
-            "version": "==3.4"
+            "version": "==3.5"
         },
         "python-dateutil": {
             "hashes": [
@@ -628,50 +644,54 @@
         },
         "pyyaml": {
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                 "sha256:7739fc0fa8205b3ee8808aea45e968bc90082c10aef6ea95e855e10abf4a37b2",
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                 "sha256:b8eac752c5e14d3eca0e6dd9199cd627518cb5ec06add0de9d32baeee6fe645d",
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                 "sha256:cc8955cfbfc7a115fa81d85284ee61147059a753344bc51098f3ccd69b0d7e0c",
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+                "sha256:06a0d7ba600ce0b2d2fe2e78453a470b5a6e000a985dd4a4e54e436cc36b0e97",
+                "sha256:73f099454b799e05e5ab51423c7bcf361c58d3206fa7b0d555426b1f4d9a3eaf",
+                "sha256:240097ff019d7c70a4922b6869d8a86407758333f02203e0fc6ff79c5dcede76",
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             "version": "==5.3.1"
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+                "sha256:0af84f34f27b5c6a0e906c648bdf46d4caebf9c8e6e16db0728f30a58141cad6",
+                "sha256:63ee08e35be72fdd7568065a249a5b5cf51a2e8ab6ee63cf9f73786fcb9e710b",
+                "sha256:dc2f48b575dff6edefd572f1ac84cf0c3f18ad5fcf13384de32df740a010594a",
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+                "sha256:03638e46d486dd1c118e03c8bf9c634bdcae679600eac6573ae1e54906de7c2f",
+                "sha256:523d542823cabb94065178090e05347bd204365f6e7cb260f0071c995d392fc2",
+                "sha256:5efe02bdcc5eafcac0aab531292294298f0ab8d28ed43be9e507d0e09173d1a4",
+                "sha256:895695be380f0f85d2e3ec5ccf68a93c92d45bd298567525ad5633071589872c"
             ],
             "index": "pypi",
             "version": "==20.0.0"
@@ -686,11 +706,11 @@
         },
         "requests": {
             "hashes": [
-                "sha256:7f1a0b932f4a60a1a65caa4263921bb7d9ee911957e0ae4a23a6dd08185ad5f8",
-                "sha256:e786fa28d8c9154e6a4de5d46a1d921b8749f8b74e28bde23768e5e16eece998"
+                "sha256:27973dd4a904a4f13b263a19c866c13b92a39ed1c964655f025f3f8d3d75b804",
+                "sha256:c210084e36a42ae6b9219e00e48287def368a26d03a048ddad7bfee44f75871e"
             ],
             "index": "pypi",
-            "version": "==2.25.0"
+            "version": "==2.25.1"
         },
         "scons": {
             "hashes": [
@@ -702,11 +722,18 @@
         },
         "setproctitle": {
             "hashes": [
-                "sha256:6283b7a58477dd8478fbb9e76defb37968ee4ba47b05ec1c053cb39638bd7398",
-                "sha256:6a035eddac62898786aed2c2eee7334c28cfc8106e8eb29fdd117cac56c6cdf0"
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+                "sha256:34b24fefc6612099cb41102e9d2b92859bc997a0553b7605fe51fb21a5b5c4d6",
+                "sha256:5ec8edbf3170d95fd21424b2c6f537dfd1311bb027ab2a94f48b7c0ce2052a6a",
+                "sha256:5f0eecb27815e31799a69eb6a06b4d375d38887d079d410565b0be82da65c950",
+                "sha256:8e91d0d6741b3d55c2b890b0706b4a57ab22aac067d9b5ffd620dc8be3a78628",
+                "sha256:9b79419d6e964643431e37da033c1f53c5399f2521dbd68d417ee023630a8ec8",
+                "sha256:9c7bf0dc84739d321921f122ba50f3a88e1de3886de85b331cd555e8aa5b3bd9",
+                "sha256:9f16239e7d927b39b62a29a07eb11a991ddc7d9aebe3d758b8288106ff48d493",
+                "sha256:ab42aa209d21a056f886ab053788ca5599fe97c3aa0e5db93d3779771bfc6500"
             ],
             "index": "pypi",
-            "version": "==1.1.10"
+            "version": "==1.2.1"
         },
         "six": {
             "hashes": [
@@ -718,18 +745,19 @@
         },
         "smbus2": {
             "hashes": [
-                "sha256:210e66eebe4d0b1fe836b3ec2751841942e1c4918c0b429b20a0e20a222228b4"
+                "sha256:1b5c690715e1efab39e41038147dfba75afc72a10f76b3f0310d783e9f8a83a6",
+                "sha256:39a8d5f84b3b07ced0dd411f8c3d62c6aed93a2f06b270309dd41e82973e2f55"
             ],
             "index": "pypi",
-            "version": "==0.3.0"
+            "version": "==0.4.0"
         },
         "sympy": {
             "hashes": [
-                "sha256:0f6c5724a999eca02f4b453260b0c7151d6fa076313f441274db98bbf97ba8cd",
-                "sha256:1cfadcc80506e4b793f5b088558ca1fcbeaec24cd6fc86f1fdccaa3ee1d48708"
+                "sha256:a3de9261e97535b83bb8607b0da2c7d03126650fafea2b2789657b229c246b2e",
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             "index": "pypi",
-            "version": "==1.6.2"
+            "version": "==1.7.1"
         },
         "toml": {
             "hashes": [
@@ -741,11 +769,11 @@
         },
         "tqdm": {
             "hashes": [
-                "sha256:9ad44aaf0fc3697c06f6e05c7cf025dd66bc7bcb7613c66d85f4464c47ac8fad",
-                "sha256:ef54779f1c09f346b2b5a8e5c61f96fbcb639929e640e59f8cf810794f406432"
+                "sha256:556c55b081bd9aa746d34125d024b73f0e2a0e62d5927ff0e400e20ee0a03b9a",
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-            "version": "==4.51.0"
+            "version": "==4.55.1"
         },
         "typing-extensions": {
             "hashes": [
@@ -765,10 +793,10 @@
         },
         "utm": {
             "hashes": [
-                "sha256:a3c169ceabec910b4eb98a544b686cc4a25eb555407dfb9cb5f685123d5fa07f"
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-            "version": "==0.6.0"
+            "version": "==0.7.0"
         },
         "websocket-client": {
             "hashes": [
@@ -810,51 +838,55 @@
         },
         "aenum": {
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             "index": "pypi",
-            "version": "==2.2.4"
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+                "sha256:d03abec50df423b026a5aa09656bd9d37f1e6a49271f123f31f9b8aed5dc3ea3",
+                "sha256:d2cfac21e31e841d60dc28c0ec7d4ec47a35c608cb8906435d47ef83ffb22150",
+                "sha256:dcc119db14757b0c7bce64042158307b9b1c76471e655751a61b57f5a0e4d78e",
+                "sha256:df3a7b258cc230a65245167a202dd07320a5af05f3d41da1488ba0fa05bc9347",
+                "sha256:df48a623c58180874d7407b4d9ec06a19b84ed47f60a3884345b1a5099c1818b",
+                "sha256:e1b95972a0ae3f248a899cdbac92ba2e01d731225f566569311043ce2226f5e7",
+                "sha256:f326b3c1bbfda5b9308252ee0dcb30b612ee92b0e105d4abec70335fab5b1245",
+                "sha256:f411cb22115cb15452d099fec0ee636b06cf81bfb40ed9c02d30c8dc2bc2e3d1"
+            ],
+            "index": "pypi",
+            "version": "==3.7.3"
         },
         "appdirs": {
             "hashes": [
@@ -872,10 +904,10 @@
         },
         "argcomplete": {
             "hashes": [
-                "sha256:5cd1ac4fc49c29d6016fc2cc4b19a3c08c3624544503495bf25989834c443898",
-                "sha256:849c2444c35bb2175aea74100ca5f644c29bf716429399c0f2203bb5d9a8e4e6"
+                "sha256:17f01a9b9b9ece3e6b07058eae737ad6e10de8b4e149105f84614783913aba71",
+                "sha256:de0e1282330940d52ea92a80fea2e4b9e0da1932aaa570f84d268939d1897b04"
             ],
-            "version": "==1.12.1"
+            "version": "==1.12.2"
         },
         "argon2-cffi": {
             "hashes": [
@@ -941,11 +973,11 @@
         },
         "azure-cli-core": {
             "hashes": [
-                "sha256:e9c977ddf17867f1074ee33bde49179b787914123e1ddd7b73e3dc56390750ee",
-                "sha256:fe259a3ef8c842180e09d288182596a1da7dd01cb07d5ec1a3b4d5e618fd7db7"
+                "sha256:27cdbff8e535c48788e2bf37113f7ad213182f5c0b32ffa13d5c013d478b8651",
+                "sha256:9f128c1f776b34a5aab15fc3789a6ea694c034109287004af9eb77925a1b3d2c"
             ],
             "index": "pypi",
-            "version": "==2.14.2"
+            "version": "==2.17.1"
         },
         "azure-cli-telemetry": {
             "hashes": [
@@ -972,17 +1004,10 @@
         },
         "azure-mgmt-core": {
             "hashes": [
-                "sha256:6966226111e92dff26d984aa1c76f227ce0e8b2069c45c72cfb67f160c452444",
-                "sha256:8fe3b59446438f27e34f7b24ea692a982034d9e734617ca1320eedeee1939998"
+                "sha256:a3906fa77edfedfcc3229dc3b69489d5ed63b107c7eacbc50092e6cbfbfd83f0",
+                "sha256:bd4503a2d81b86780f15936af2e4244c1345062f4c2422f0b377b56cb80d7796"
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-            "version": "==1.2.0"
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-        "azure-mgmt-resource": {
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-                "sha256:ddfe4c0c55f0e3fd1f66dd82c1d4a3d872ce124639b9a77fcd172daf464438a5",
-                "sha256:e7e72209e7b7f0e1fc5ff43caab1e95d8893f286300338bbfe9a884cb9342c17"
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-            "version": "==10.2.0"
+            "version": "==1.2.1"
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             "hashes": [
@@ -1044,6 +1069,14 @@
             "markers": "python_version >= '3.6'",
             "version": "==3.2.0"
         },
+        "bidict": {
+            "hashes": [
+                "sha256:4fa46f7ff96dc244abfc437383d987404ae861df797e2fd5b190e233c302be09",
+                "sha256:929d056e8d0d9b17ceda20ba5b24ac388e2a4d39802b87f9f4d3f45ecba070bf"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==0.21.2"
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         "bleach": {
             "hashes": [
                 "sha256:52b5919b81842b1854196eaae5ca29679a2f2e378905c346d3ca8227c2c66080",
@@ -1069,75 +1102,75 @@
         },
         "boto3": {
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-            "version": "==1.16.18"
+            "version": "==1.16.50"
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-                "sha256:bba18b5c4eef3eb2dc39b1b1f8959ba01ac27e7e12e413e281b0fb242990c0f5"
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-            "version": "==1.19.18"
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-                "sha256:bbaa39c3dede00175df2dc2b03d0cf18dd2d32a7de7beb68072d13043c9edb20"
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             "markers": "python_version ~= '3.5'",
-            "version": "==4.1.1"
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-            "version": "==2020.11.8"
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+            ],
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+            "version": "==1.14.4"
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         "cfgv": {
             "hashes": [
@@ -1149,10 +1182,11 @@
         },
         "chardet": {
             "hashes": [
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@@ -1172,78 +1206,85 @@
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@@ -1252,13 +1293,6 @@
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@@ -1297,13 +1331,20 @@
             ],
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+        "efficientnet-pytorch": {
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@@ -1359,19 +1400,19 @@
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@@ -1405,11 +1446,11 @@
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@@ -1429,54 +1470,54 @@
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@@ -1538,11 +1579,11 @@
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@@ -1562,11 +1603,11 @@
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@@ -1585,10 +1626,10 @@
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@@ -1599,11 +1640,11 @@
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@@ -1615,11 +1656,11 @@
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@@ -1639,11 +1680,11 @@
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@@ -1686,11 +1727,11 @@
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@@ -1699,6 +1740,14 @@
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@@ -1894,18 +1943,18 @@
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@@ -1944,46 +1993,53 @@
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@@ -2117,30 +2173,34 @@
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@@ -2182,41 +2242,34 @@
         },
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-            "version": "==20.4"
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@@ -2226,11 +2279,11 @@
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@@ -2242,11 +2295,11 @@
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@@ -2265,37 +2318,37 @@
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@@ -2320,26 +2373,32 @@
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@@ -2366,11 +2425,11 @@
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@@ -2465,19 +2524,19 @@
         },
         "pygments": {
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@@ -2497,63 +2556,73 @@
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@@ -2597,10 +2666,11 @@
         },
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@@ -2622,6 +2692,7 @@
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@@ -2634,12 +2705,15 @@
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@@ -2662,10 +2736,10 @@
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@@ -2676,25 +2750,25 @@
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+            "version": "==2020.5"
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@@ -2734,60 +2808,65 @@
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@@ -2806,11 +2885,11 @@
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@@ -2832,7 +2911,7 @@
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@@ -2852,22 +2931,25 @@
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@@ -2898,11 +2980,19 @@
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@@ -2919,6 +3009,7 @@
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@@ -2930,6 +3021,7 @@
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@@ -2998,47 +3090,47 @@
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+                "sha256:f1e88b30da8163215eab643962ae9d9252e47b4ea53404f2c4f10f24e70ddc62",
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+            ],
+            "index": "pypi",
+            "version": "==1.3.22"
         },
         "subprocess32": {
             "hashes": [
@@ -3058,11 +3150,11 @@
         },
         "tenacity": {
             "hashes": [
-                "sha256:29ae90e7faf488a8628432154bb34ace1cca58244c6ea399fd33f066ac71339a",
-                "sha256:5a5d3dcd46381abe8b4f82b5736b8726fd3160c6c7161f53f8af7f1eb9b82173"
+                "sha256:baed357d9f35ec64264d8a4bbf004c35058fad8795c5b0d8a7dc77ecdcbb8f39",
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             ],
             "index": "pypi",
-            "version": "==6.2.0"
+            "version": "==6.3.1"
         },
         "tensorboard": {
             "hashes": [
@@ -3109,11 +3201,11 @@
         },
         "terminado": {
             "hashes": [
-                "sha256:3da72a155b807b01c9e8a5babd214e052a0a45a975751da3521a1c3381ce6d76",
-                "sha256:c55f025beb06c2e2669f7ba5a04f47bb3304c30c05842d4981d8f0fc9ab3b4e3"
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             "markers": "python_version >= '3.6'",
-            "version": "==0.9.1"
+            "version": "==0.9.2"
         },
         "testpath": {
             "hashes": [
@@ -3124,11 +3216,19 @@
         },
         "tifffile": {
             "hashes": [
-                "sha256:799feeccc91965b69e1288c51a1d1118faec7f40b2eb89ad2979591b85324830",
-                "sha256:9611ac348b4db6844b6555db2b5f8f2be1715728a0011352acb55e0171ee2949"
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             ],
             "markers": "python_version >= '3.7'",
-            "version": "==2020.10.1"
+            "version": "==2020.12.8"
+        },
+        "timm": {
+            "hashes": [
+                "sha256:637bbfd88793330a74e0c8742a526b86580c360e4bfb56db781312bf51c49527",
+                "sha256:f63fca201f637dfdd169fb187b5c2d06b8e973d537d2517667a80e57ca1bae7a"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==0.1.20"
         },
         "toml": {
             "hashes": [
@@ -3140,15 +3240,21 @@
         },
         "torch": {
             "hashes": [
-                "sha256:11054f26eee5c3114d217201dba5b3a35f1745d11133c123c077c5981bc95997",
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+                "sha256:dd2fc6880c95e836960d86efbbc7f63d3287f2e1893c51d31f96dbfe02f0d73e",
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-            "version": "==1.7.0"
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         "torchsummary": {
             "hashes": [
@@ -3158,6 +3264,19 @@
             "index": "pypi",
             "version": "==1.5.1"
         },
+        "torchvision": {
+            "hashes": [
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@@ -3205,6 +3324,14 @@
             "markers": "python_version >= '3.5'",
             "version": "==6.1"
         },
+        "tqdm": {
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@@ -3215,38 +3342,38 @@
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         "typing-extensions": {
             "hashes": [
@@ -3266,11 +3393,11 @@
         },
         "virtualenv": {
             "hashes": [
-                "sha256:b0011228208944ce71052987437d3843e05690b2f23d1c7da4263fde104c97a2",
-                "sha256:b8d6110f493af256a40d65e29846c69340a947669eec8ce784fcf3dd3af28380"
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+                "sha256:b7a8ec323ee02fb2312f098b6b4c9de99559b462775bc8fe3627a73706603c1b"
             ],
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
-            "version": "==20.1.0"
+            "version": "==20.2.2"
         },
         "wcwidth": {
             "hashes": [
@@ -3296,11 +3423,11 @@
         },
         "wheel": {
             "hashes": [
-                "sha256:497add53525d16c173c2c1c733b8f655510e909ea78cc0e29d374243544b77a2",
-                "sha256:99a22d87add3f634ff917310a3d87e499f19e663413a52eb9232c447aa646c9f"
+                "sha256:78b5b185f0e5763c26ca1e324373aadd49182ca90e825f7853f4b2509215dc0e",
+                "sha256:e11eefd162658ea59a60a0f6c7d493a7190ea4b9a85e335b33489d9f17e0245e"
             ],
             "markers": "python_version >= '3'",
-            "version": "==0.35.1"
+            "version": "==0.36.2"
         },
         "widgetsnbextension": {
             "hashes": [