Upd info about models: DRN-D-105, ESPNetv2 x1.25 & i-RevNet-301

osmr · Sep 28, 2021 · e9aaa9e · e9aaa9e
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diff --git a/chainer_/README.md b/chainer_/README.md
@@ -293,14 +293,14 @@ Some remarks:
 | DRN-D-22 | 24.73 | 7.47 | 16,393,752 | 13,051.33M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.498/drnd22-0747-e4c5cf73.npz.log)) |
 | DRN-D-38 | 22.83 | 6.24 | 26,501,912 | 21,151.19M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.552/drnd38-0624-1a1a7b99.npz.log)) |
 | DRN-D-54 | 20.31 | 5.00 | 35,809,176 | 28,547.38M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.554/drnd54-0500-b679707c.npz.log)) |
-| DRN-D-105 | 21.32 | 5.84 | 54,801,304 | 43,442.43M | From [fyu/drn] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.116/drnd105-0584-c0d7657b.npz.log)) |
+| DRN-D-105 | 19.76 | 4.89 | 54,801,304 | 43,442.43M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.564/drnd105-0489-49cba09d.npz.log)) |
 | DPN-68 | 22.93 | 6.56 | 12,611,602 | 2,351.84M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.310/dpn68-0656-bf9b72e9.npz.log)) |
 | DPN-98 | 18.31 | 4.26 | 61,570,728 | 11,716.51M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.540/dpn98-0426-2ab67669.npz.log)) |
 | DPN-131 | 19.38 | 4.79 | 79,254,504 | 16,076.15M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.534/dpn131-0479-eb5a4bc2.npz.log)) |
 | DarkNet Tiny | 40.33 | 17.46 | 1,042,104 | 500.85M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.69/darknet_tiny-1746-b04fa463.npz.log)) |
 | DarkNet Ref | 38.09 | 16.71 | 7,319,416 | 367.59M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.64/darknet_ref-1671-b2d5721f.npz.log)) |
 | DarkNet-53 | 21.27 | 5.52 | 41,609,928 | 7,133.86M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.501/darknet53-0552-3e6f4076.npz.log)) |
-| i-RevNet-301 | 26.96 | 8.87 | 125,120,356 | 14,453.87M | From [jhjacobsen/pytorch-i-revnet] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.251/irevnet301-0887-ed6e6df0.npz.log)) |
+| i-RevNet-301 | 24.27 | 7.38 | 125,120,356 | 14,453.87M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.564/irevnet301-0738-cc2ac933.npz.log)) |
 | BagNet-9 | 48.78 | 25.44 | 15,688,744 | 16,049.19M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.553/bagnet9-2544-346ee143.npz.log)) |
 | BagNet-17 | 36.51 | 15.23 | 16,213,032 | 15,768.77M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.558/bagnet17-1523-ccc69ea4.npz.log)) |
 | BagNet-33 | 29.45 | 10.44 | 18,310,184 | 16,371.52M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.561/bagnet33-1044-17d82bc6.npz.log)) |
@@ -317,7 +317,7 @@ Some remarks:
 | FishNet-150 | 19.14 | 4.65 | 24,959,400 | 6,435.05M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.502/fishnet150-0465-724e74fc.npz.log)) |
 | ESPNetv2 x0.5 | 43.42 | 20.79 | 1,241,332 | 35.36M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.562/espnetv2_wd2-2079-f77e3ecf.npz.log)) |
 | ESPNetv2 x1.0 | 35.30 | 14.31 | 1,670,072 | 98.09M | From [sacmehta/ESPNetv2] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.238/espnetv2_w1-1431-eab8d605.npz.log)) |
-| ESPNetv2 x1.25 | 33.07 | 12.68 | 1,965,440 | 138.18M | From [sacmehta/ESPNetv2] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.238/espnetv2_w5d4-1268-dc69f420.npz.log)) |
+| ESPNetv2 x1.25 | 32.24 | 12.24 | 1,965,440 | 138.18M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.564/espnetv2_w5d4-1224-68e58dc6.npz.log)) |
 | ESPNetv2 x1.5 | 31.04 | 11.40 | 2,314,856 | 185.77M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.520/espnetv2_w3d2-1140-1bfaa23b.npz.log)) |
 | ESPNetv2 x2.0 | 28.95 | 9.90 | 3,498,136 | 306.93M | From [sacmehta/ESPNetv2] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.238/espnetv2_w2-0990-bfb3ab7c.npz.log)) |
 | DiCENet x0.2 | 54.93 | 30.55 | 1,130,704 | 18.76M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.563/dicenet_wd5-3055-708911b8.npz.log)) |

diff --git a/chainer_/chainercv2/models/model_store.py b/chainer_/chainercv2/models/model_store.py
@@ -159,14 +159,14 @@
     ('drnd22', '0747', 'e4c5cf7351f691f0afe4c7b4325fd4e3a4b47681', 'v0.0.498'),
     ('drnd38', '0624', '1a1a7b99703d3d8bade3ebb0f22f0ffbad33ad60', 'v0.0.552'),
     ('drnd54', '0500', 'b679707c999e1a6f24a63e3d96f667a941cef141', 'v0.0.554'),
-    ('drnd105', '0584', 'c0d7657b2d3c4cf7d97ff407cd50dda5d1bd1880', 'v0.0.116'),
+    ('drnd105', '0489', '49cba09d60243592c294e526b07ce9b031e736f4', 'v0.0.564'),
     ('dpn68', '0656', 'bf9b72e9749da4c6ee5a544639f78ac7fa85f7ce', 'v0.0.310'),
     ('dpn98', '0426', '2ab67669d6b82719cd23128ccdf1ef71511bea94', 'v0.0.540'),
     ('dpn131', '0479', 'eb5a4bc267cee898cb59c4a42639a36aa47e3220', 'v0.0.534'),
     ('darknet_tiny', '1746', 'b04fa46318a78e977aa5a117786968d98d325871', 'v0.0.69'),
     ('darknet_ref', '1671', 'b2d5721f3a5f6f05cc785d57ff7a63fe82f6325e', 'v0.0.64'),
     ('darknet53', '0552', '3e6f40761d22e830fe6040def741590bfb77a653', 'v0.0.501'),
-    ('irevnet301', '0887', 'ed6e6df033e659893b9021a6381f101feff002b8', 'v0.0.251'),
+    ('irevnet301', '0738', 'cc2ac933dd09db744a2931a56f16b7edd663f9a1', 'v0.0.564'),
     ('bagnet9', '2544', '346ee14310c654f3484b5ef380950557fc5a2078', 'v0.0.553'),
     ('bagnet17', '1523', 'ccc69ea4558cd023e9e0a8e13269ef63700b63e0', 'v0.0.558'),
     ('bagnet33', '1044', '17d82bc6bff4e87629259271df27e0c2fe818f01', 'v0.0.561'),
@@ -183,7 +183,7 @@
     ('fishnet150', '0465', '724e74fc0471c81dd75a97c1928f46d06d10815b', 'v0.0.502'),
     ('espnetv2_wd2', '2079', 'f77e3ecf5f0c2e59cba65e6394c0b7220efc075e', 'v0.0.562'),
     ('espnetv2_w1', '1431', 'eab8d605b475bd3659d6834ba5140d327f57c7de', 'v0.0.238'),
-    ('espnetv2_w5d4', '1268', 'dc69f420f422154ab7242bcd95488541491d4982', 'v0.0.238'),
+    ('espnetv2_w5d4', '1224', '68e58dc622831639abaa3eca0788050309fa71da', 'v0.0.564'),
     ('espnetv2_w3d2', '1140', '1bfaa23b08b27972064758ae869476b2a4931bd4', 'v0.0.520'),
     ('espnetv2_w2', '0990', 'bfb3ab7c84239ff53003865e456c2a0178c48f12', 'v0.0.238'),
     ('dicenet_wd5', '3055', '708911b883ae8d99c0d59dd18f9a23a9673aeb16', 'v0.0.563'),

diff --git a/gluon/README.md b/gluon/README.md
@@ -315,14 +315,14 @@ bottleneck block. Respectively a network without b-suffix has the stride in the
 | DRN-D-22 | 24.67 | 7.44 | 16,393,752 | 13,051.33M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.498/drnd22-0744-aecf15fc.params.log)) |
 | DRN-D-38 | 22.83 | 6.24 | 26,501,912 | 21,151.19M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.552/drnd38-0624-4a86d6eb.params.log)) |
 | DRN-D-54 | 20.29 | 4.97 | 35,809,176 | 28,547.38M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.554/drnd54-0497-117ca29b.params.log)) |
-| DRN-D-105 | 21.31 | 5.81 | 54,801,304 | 43,442.43M | From [fyu/drn] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.116/drnd105-0581-ab12d662.params.log)) |
+| DRN-D-105 | 19.77 | 4.87 | 54,801,304 | 43,442.43M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.564/drnd105-0487-52286b34.params.log)) |
 | DPN-68 | 22.87 | 6.58 | 12,611,602 | 2,351.84M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.310/dpn68-0658-07251919.params.log)) |
 | DPN-98 | 18.29 | 4.22 | 61,570,728 | 11,716.51M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.540/dpn98-0422-1ace57dc.params.log)) |
 | DPN-131 | 19.42 | 4.77 | 79,254,504 | 16,076.15M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.534/dpn131-0477-e814a53c.params.log)) |
 | DarkNet Tiny | 40.31 | 17.46 | 1,042,104 | 500.85M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.69/darknet_tiny-1746-16501793.params.log)) |
 | DarkNet Ref | 38.00 | 16.68 | 7,319,416 | 367.59M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.64/darknet_ref-1668-3011b4e1.params.log)) |
 | DarkNet-53 | 21.27 | 5.50 | 41,609,928 | 7,133.86M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.501/darknet53-0550-1d0b4f62.params.log)) |
-| i-RevNet-301 | 26.97 | 8.97 | 125,120,356 | 14,453.87M | From [jhjacobsen/pytorch-i-revnet] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.251/irevnet301-0897-cef9b5bf.params.log)) |
+| i-RevNet-301 | 24.29 | 7.35 | 125,120,356 | 14,453.87M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.564/irevnet301-0735-4378cc10.params.log)) |
 | BagNet-9 | 48.77 | 25.36 | 15,688,744 | 16,049.19M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.553/bagnet9-2536-6b5d69da.params.log)) |
 | BagNet-17 | 36.51 | 15.23 | 16,213,032 | 15,768.77M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.558/bagnet17-1523-cc7b9a74.params.log)) |
 | BagNet-33 | 29.49 | 10.41 | 18,310,184 | 16,371.52M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.561/bagnet33-1041-3b20fa3a.params.log)) |
@@ -339,7 +339,7 @@ bottleneck block. Respectively a network without b-suffix has the stride in the
 | FishNet-150 | 19.15 | 4.66 | 24,959,400 | 6,435.02M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.502/fishnet150-0466-ed21862d.params.log)) |
 | ESPNetv2 x0.5 | 43.38 | 20.82 | 1,241,332 | 35.36M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.562/espnetv2_wd2-2082-4024e05b.params.log)) |
 | ESPNetv2 x1.0 | 35.33 | 14.27 | 1,670,072 | 98.09M | From [sacmehta/ESPNetv2] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.238/espnetv2_w1-1427-538f31fb.params.log)) |
-| ESPNetv2 x1.25 | 33.14 | 12.73 | 1,965,440 | 138.18M | From [sacmehta/ESPNetv2] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.238/espnetv2_w5d4-1273-b119ad9e.params.log)) |
+| ESPNetv2 x1.25 | 32.21 | 12.26 | 1,965,440 | 138.18M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.564/espnetv2_w5d4-1226-2a498c6d.params.log)) |
 | ESPNetv2 x1.5 | 31.05 | 11.35 | 2,314,856 | 185.77M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.520/espnetv2_w3d2-1135-efd55816.params.log)) |
 | ESPNetv2 x2.0 | 28.91 | 9.94 | 3,498,136 | 306.93M | From [sacmehta/ESPNetv2] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.238/espnetv2_w2-0994-c212d81a.params.log)) |
 | DiCENet x0.2 | 54.91 | 30.51 | 1,130,704 | 18.70M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.563/dicenet_wd5-3051-46077eac.params.log)) |

diff --git a/gluon/gluoncv2/models/model_store.py b/gluon/gluoncv2/models/model_store.py
@@ -166,14 +166,14 @@
     ('drnd22', '0744', 'aecf15fc2171d29d8ea765afa540e4ddb40a9b19', 'v0.0.498'),
     ('drnd38', '0624', '4a86d6ebd970e02792068c46c80ae00686d759cc', 'v0.0.552'),
     ('drnd54', '0497', '117ca29b47a6e640269d455dfcc12e9958f5f1e1', 'v0.0.554'),
-    ('drnd105', '0581', 'ab12d66220c1bbf4af5c33db78aaafc9f0d9bd5a', 'v0.0.116'),
+    ('drnd105', '0487', '52286b345e48cc873bbc0239cdd91b03beae655d', 'v0.0.564'),
     ('dpn68', '0658', '07251919c08640c94375670cbc5f0fbc312ed59b', 'v0.0.310'),
     ('dpn98', '0422', '1ace57dc702d5b6ca7eccb657036f682605d7efc', 'v0.0.540'),
     ('dpn131', '0477', 'e814a53cc6cddc0b6f2a11393a88c44723a8ec0c', 'v0.0.534'),
     ('darknet_tiny', '1746', '16501793621fbcb137f2dfb901760c1f621fa5ec', 'v0.0.69'),
     ('darknet_ref', '1668', '3011b4e14b629f80da54ab57bef305d588f748ab', 'v0.0.64'),
     ('darknet53', '0550', '1d0b4f620071d544a3a1ccbe437267b8925ecc63', 'v0.0.501'),
-    ('irevnet301', '0897', 'cef9b5bfe9dd51c7d7946de432fd358f54239d35', 'v0.0.251'),
+    ('irevnet301', '0735', '4378cc1061da0377a3c7fc00c6be49c3875c997a', 'v0.0.564'),
     ('bagnet9', '2536', '6b5d69dac8fd780e9ac26b2b964370445662c610', 'v0.0.553'),
     ('bagnet17', '1523', 'cc7b9a74ec742972fc289686bdaf5b1f5731121f', 'v0.0.558'),
     ('bagnet33', '1041', '3b20fa3a31aa08f216d7091749f59154b6357397', 'v0.0.561'),
@@ -190,7 +190,7 @@
     ('fishnet150', '0466', 'ed21862d14bb0a4e9d1723b7c639e455a7b141c0', 'v0.0.502'),
     ('espnetv2_wd2', '2082', '4024e05b9aee56744fb4aba7f6b0110d92fb738b', 'v0.0.562'),
     ('espnetv2_w1', '1427', '538f31fb92699fddabc27784fe746871fd8a635b', 'v0.0.238'),
-    ('espnetv2_w5d4', '1273', 'b119ad9e52bf8c2d88db8eeb62a1fd6e23a1b6a6', 'v0.0.238'),
+    ('espnetv2_w5d4', '1226', '2a498c6d631c54dfacdd5cf9b4c6a07a6db82b2d', 'v0.0.564'),
     ('espnetv2_w3d2', '1135', 'efd55816603c12622256a4c72f30de027f5943b8', 'v0.0.520'),
     ('espnetv2_w2', '0994', 'c212d81a9d12361b7d49ec841599f6a0f84f7b44', 'v0.0.238'),
     ('dicenet_wd5', '3051', '46077eac47e2a299dc1d4edc0128bd3cbd8e9ea9', 'v0.0.563'),

diff --git a/pytorch/README.md b/pytorch/README.md
@@ -318,14 +318,14 @@ OpenCV `Resize` transformation instead of PIL one quality evaluation results wil
 | DRN-D-22 | 24.86 | 7.58 | 16,393,752 | 13,051.33M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.498/drnd22-0758-02cb44bd.pth.log)) |
 | DRN-D-38 | 22.94 | 6.43 | 26,501,912 | 21,151.19M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.552/drnd38-0643-496f648b.pth.log)) |
 | DRN-D-54 | 20.40 | 5.17 | 35,809,176 | 28,547.38M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.554/drnd54-0517-caa3c85d.pth.log)) |
-| DRN-D-105 | 20.62 | 5.48 | 54,801,304 | 43,442.43M | From [fyu/drn] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.116/drnd105-0548-a643f4dc.pth.log)) |
+| DRN-D-105 | 19.87 | 5.01 | 54,801,304 | 43,442.43M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.564/drnd105-0501-8dc6aa76.pth.log)) |
 | DPN-68 | 23.24 | 6.79 | 12,611,602 | 2,351.84M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.310/dpn68-0679-a33c98c7.pth.log)) |
 | DPN-98 | 18.44 | 4.30 | 61,570,728 | 11,716.51M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.540/dpn98-0430-50ff8ef6.pth.log)) |
 | DPN-131 | 19.62 | 5.03 | 79,254,504 | 16,076.15M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.534/dpn131-0503-1765c5ee.pth.log)) |
 | DarkNet Tiny | 40.74 | 17.84 | 1,042,104 | 500.85M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.69/darknet_tiny-1784-4561e1ad.pth.log)) |
 | DarkNet Ref | 38.58 | 17.18 | 7,319,416 | 367.59M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.64/darknet_ref-1718-034595b4.pth.log)) |
 | DarkNet-53 | 21.33 | 5.58 | 41,609,928 | 7,133.86M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.501/darknet53-0558-8be575a0.pth.log)) |
-| i-RevNet-301 | 25.98 | 8.41 | 125,120,356 | 14,453.87M | From [jhjacobsen/pytorch-i-revnet] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.251/irevnet301-0841-95dc8d94.pth.log)) |
+| i-RevNet-301 | 24.31 | 7.52 | 125,120,356 | 14,453.87M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.564/irevnet301-0752-d378865f.pth.log)) |
 | BagNet-9 | 49.15 | 25.76 | 15,688,744 | 16,049.19M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.553/bagnet9-2576-36d935e1.pth.log)) |
 | BagNet-17 | 36.88 | 15.51 | 16,213,032 | 15,768.77M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.558/bagnet17-1551-04da269c.pth.log)) |
 | BagNet-33 | 29.82 | 10.70 | 18,310,184 | 16,371.52M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.561/bagnet33-1070-7d16b6f4.pth.log)) |

diff --git a/pytorch/pytorchcv/models/model_store.py b/pytorch/pytorchcv/models/model_store.py
@@ -166,14 +166,14 @@
     ('drnd22', '0758', '02cb44bdea9b05e988e65576f79f5f5c133f2664', 'v0.0.498', 'DRN-D-22', '1705.09914', 'in1k', 224, 0.875, 200, ''),  # noqa
     ('drnd38', '0643', '496f648b8b8427050ad3327077f9a9b7a07fbcc6', 'v0.0.552', 'DRN-D-38', '1705.09914', 'in1k', 224, 0.875, 200, ''),  # noqa
     ('drnd54', '0517', 'caa3c85dbdb39397f049da649d196b15704427b3', 'v0.0.554', 'DRN-D-54', '1705.09914', 'in1k', 224, 0.875, 200, ''),  # noqa
-    ('drnd105', '0548', 'a643f4dcf9e4b69eab06b76e54ce22169f837592', 'v0.0.116', 'DRN-D-105', '1705.09914', 'in1k', 224, 0.875, 200, '[fyu/drn]'),  # noqa
+    ('drnd105', '0501', '8dc6aa76c16cb1964929adf53183d1e0324ae051', 'v0.0.564', 'DRN-D-105', '1705.09914', 'in1k', 224, 0.875, 200, ''),  # noqa
     ('dpn68', '0679', 'a33c98c783cbf93cca4cc9ce1584da50a6b12077', 'v0.0.310', 'DPN-68', '1707.01629', 'in1k', 224, 0.875, 200, ''),  # noqa
     ('dpn98', '0430', '50ff8ef6cc0a11461dfd7168c291e2fce4382d24', 'v0.0.540', 'DPN-98', '1707.01629', 'in1k', 224, 0.875, 200, ''),  # noqa
     ('dpn131', '0503', '1765c5eec6e62bfe03cd25e1b31225b827cc9636', 'v0.0.534', 'DPN-131', '1707.01629', 'in1k', 224, 0.875, 200, ''),  # noqa
     ('darknet_tiny', '1784', '4561e1ada619e33520d1f765b3321f7f8ea6196b', 'v0.0.69', 'DarkNet Tiny', '', 'in1k', 224, 0.875, 200, ''),  # noqa
     ('darknet_ref', '1718', '034595b49113ee23de72e36f7d8a3dbb594615f6', 'v0.0.64', 'DarkNet Ref', '', 'in1k', 224, 0.875, 200, ''),  # noqa
     ('darknet53', '0558', '8be575a04c1789c16b7fa6835919461bb5b174d1', 'v0.0.501', 'DarkNet-53', '1804.02767', 'in1k', 224, 0.875, 200, ''),  # noqa
-    ('irevnet301', '0841', '95dc8d94257bf16027edd7077b785a8676369fca', 'v0.0.251', 'i-RevNet-301', '1802.07088', 'in1k', 224, 0.875, 200, '[jhjacobsen/pytorch-i-revnet]'),  # noqa
+    ('irevnet301', '0752', 'd378865f937472907a78b9832c46ec7fe8893fdc', 'v0.0.564', 'i-RevNet-301', '1802.07088', 'in1k', 224, 0.875, 200, '[jhjacobsen/pytorch-i-revnet]'),  # noqa
     ('bagnet9', '2576', '36d935e1ec250208f585a1a53b65c79ddc11d7cd', 'v0.0.553', 'BagNet-9', '', 'in1k', 224, 0.875, 200, ''),  # noqa
     ('bagnet17', '1551', '04da269cb4db817fa8750c2605e4fe7e6c0250ed', 'v0.0.558', 'BagNet-17', '', 'in1k', 224, 0.875, 200, ''),  # noqa
     ('bagnet33', '1070', '7d16b6f4190ed5ce3f4f26373d60b51cdc5d4cd9', 'v0.0.561', 'BagNet-33', '', 'in1k', 224, 0.875, 200, ''),  # noqa

diff --git a/tensorflow2/README.md b/tensorflow2/README.md
@@ -274,7 +274,7 @@ Some remarks:
 | DRN-D-22 | 24.71 | 7.47 | 16,393,752 | 13,051.33M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.498/drnd22-0747-99f94425.tf2.h5.log)) |
 | DRN-D-38 | 22.82 | 6.23 | 26,501,912 | 21,151.19M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.552/drnd38-0623-63255b31.tf2.h5.log)) |
 | DRN-D-54 | 20.29 | 4.98 | 35,809,176 | 28,547.38M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.554/drnd54-0498-b724009a.tf2.h5.log)) |
-| DRN-D-105 | 21.31 | 5.83 | 54,801,304 | 43,442.43M | From [fyu/drn] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.425/drnd105-0583-80eb9ec2.tf2.h5.log)) |
+| DRN-D-105 | 19.78 | 4.89 | 54,801,304 | 43,442.43M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.564/drnd105-0489-3b0e701c.tf2.h5.log)) |
 | DPN-68 | 22.92 | 6.58 | 12,611,602 | 2,351.84M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.427/dpn68-0658-5b70b7b8.tf2.h5.log)) |
 | DPN-98 | 18.30 | 4.26 | 61,570,728 | 11,716.51M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.540/dpn98-0426-5d6dd2ed.tf2.h5.log)) |
 | DPN-131 | 19.39 | 4.77 | 79,254,504 | 16,076.15M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.534/dpn131-0477-282d2d19.tf2.h5.log)) |