diff --git a/image-ai-object-detection/Pipfile.lock b/image-ai-object-detection/Pipfile.lock
index e908957..ed5e4a7 100644
--- a/image-ai-object-detection/Pipfile.lock
+++ b/image-ai-object-detection/Pipfile.lock
@@ -18,107 +18,131 @@
     "default": {
         "absl-py": {
             "hashes": [
-                "sha256:b943d1c567743ed0455878fcd60bc28ac9fae38d129d1ccfad58079da00b8951"
+                "sha256:84e6dcdc69c947d0c13e5457d056bd43cade4c2393dce00d684aedea77ddc2a3",
+                "sha256:ac511215c01ee9ae47b19716599e8ccfa746f2e18de72bdf641b79b22afa27ea"
             ],
-            "version": "==0.7.1"
+            "markers": "python_version >= '3.6'",
+            "version": "==1.0.0"
         },
         "astor": {
             "hashes": [
-                "sha256:0e41295809baf43ae8303350e031aff81ae52189b6f881f36d623fa8b2f1960e",
-                "sha256:37a6eed8b371f1228db08234ed7f6cfdc7817a3ed3824797e20cbb11dc2a7862"
+                "sha256:070a54e890cefb5b3739d19f30f5a5ec840ffc9c50ffa7d23cc9fc1a38ebbfc5",
+                "sha256:6a6effda93f4e1ce9f618779b2dd1d9d84f1e32812c23a29b3fff6fd7f63fa5e"
             ],
-            "version": "==0.8.0"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
+            "version": "==0.8.1"
+        },
+        "cached-property": {
+            "hashes": [
+                "sha256:9fa5755838eecbb2d234c3aa390bd80fbd3ac6b6869109bfc1b499f7bd89a130",
+                "sha256:df4f613cf7ad9a588cc381aaf4a512d26265ecebd5eb9e1ba12f1319eb85a6a0"
+            ],
+            "markers": "python_version < '3.8'",
+            "version": "==1.5.2"
         },
         "cycler": {
             "hashes": [
-                "sha256:1d8a5ae1ff6c5cf9b93e8811e581232ad8920aeec647c37316ceac982b08cb2d",
-                "sha256:cd7b2d1018258d7247a71425e9f26463dfb444d411c39569972f4ce586b0c9d8"
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             ],
-            "version": "==0.10.0"
+            "markers": "python_version >= '3.6'",
+            "version": "==0.11.0"
+        },
+        "fonttools": {
+            "hashes": [
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+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==4.28.5"
         },
         "gast": {
             "hashes": [
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-            "version": "==0.2.2"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
+            "version": "==0.5.3"
         },
         "google-pasta": {
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-            "version": "==0.1.7"
+            "version": "==0.2.0"
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-            "version": "==2.9.0"
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+                "sha256:d8cacad89aa7daf3626fce106f7f2662ac35b14849df22d252d0d8fab9dc1c0b",
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+                "sha256:e2b49c48df05e19bb20b400b7ff7dc6f1ee36b84dc717c3771c468b33697b466"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==3.6.0"
         },
         "imageai": {
             "hashes": [
@@ -128,6 +152,14 @@
             "index": "pypi",
             "version": "==2.0.3"
         },
+        "importlib-metadata": {
+            "hashes": [
+                "sha256:92a8b58ce734b2a4494878e0ecf7d79ccd7a128b5fc6014c401e0b61f006f0f6",
+                "sha256:b7cf7d3fef75f1e4c80a96ca660efbd51473d7e8f39b5ab9210febc7809012a4"
+            ],
+            "markers": "python_version < '3.10'",
+            "version": "==4.10.0"
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         "keras": {
             "hashes": [
                 "sha256:794d0c92c6c4122f1f0fcf3a7bc2f49054c6a54ddbef8d8ffafca62795d760b6",
@@ -145,85 +177,145 @@
         },
         "keras-preprocessing": {
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+                "sha256:add82567c50c8bc648c14195bf544a5ce7c1f76761536956c3d2978970179ef3"
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-            "version": "==1.1.0"
+            "version": "==1.1.2"
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@@ -258,141 +350,196 @@
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@@ -482,40 +699,70 @@
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+                "sha256:9f50f446828eb9d45b267433fd3e9da8d801f614129124863f9c51ebceafb87d",
+                "sha256:b47250dd24f92b7dd6a0a8fc5244da14608f3ca90a5efcd37a3b1642fac9a375"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==3.7.0"
         }
     }
 }