Remove train_small duplication and add file indicating images missing owner of licenses.

data/eol_licenses_missing_owner.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eeafb084f984c8d0bee9f26a186fe7310de7b93517ad18a48c8cc0ecba3a82a4
+size 41734670

notebooks/ToL_license_check.ipynb

@@ -700,9 +700,25 @@
     "license_df = pd.read_csv(\"../data/eol_licenses.csv\", low_memory = False)"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The `train_small` is duplicates of `train`, so we will drop those to analyze the full training set plus val."
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "cat_df = cat_df.loc[cat_df.split != 'train_small']"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -714,7 +730,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 19,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -723,7 +739,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 20,
    "metadata": {},
    "outputs": [
     {
@@ -815,7 +831,7 @@
        "4  cc-by-nc-sa-3.0  Thomas J. Walker/Singing Insects of North America  "
       ]
      },
-     "execution_count": 6,
+     "execution_count": 20,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -826,7 +842,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 21,
    "metadata": {},
    "outputs": [
     {
@@ -835,7 +851,7 @@
        "(6020135, 5)"
       ]
      },
-     "execution_count": 8,
+     "execution_count": 21,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -846,16 +862,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 22,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "(6844184, 18)"
+       "(6250420, 18)"
       ]
      },
-     "execution_count": 9,
+     "execution_count": 22,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -868,12 +884,12 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Yeah, we're missing about 82K images in the license file."
+    "Yeah, we're missing about 23K images in the license file."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 23,
    "metadata": {},
    "outputs": [
     {
@@ -901,7 +917,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 24,
    "metadata": {},
    "outputs": [
     {
@@ -921,7 +937,7 @@
        "Name: count, dtype: int64"
       ]
      },
-     "execution_count": 11,
+     "execution_count": 24,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -939,7 +955,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 25,
    "metadata": {},
    "outputs": [
     {
@@ -972,43 +988,43 @@
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th>4396225</th>\n",
-       "      <td>f86dbf9d-8402-471f-9772-ccb418b6f8fe</td>\n",
-       "      <td>28351223</td>\n",
-       "      <td>51902011</td>\n",
+       "      <th>4383662</th>\n",
+       "      <td>e2c812eb-9d42-4a18-abbc-3ccd8d55deca</td>\n",
+       "      <td>28338611</td>\n",
+       "      <td>65277845</td>\n",
        "      <td>cc-0-1.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1072047</th>\n",
-       "      <td>2cd83c40-1fd8-44f8-867b-57aef25ff281</td>\n",
-       "      <td>14796160</td>\n",
-       "      <td>160017</td>\n",
-       "      <td>cc-by-nc-sa-3.0</td>\n",
+       "      <th>5823744</th>\n",
+       "      <td>9bae6c3e-13e1-4253-8679-2609579a011d</td>\n",
+       "      <td>29932816</td>\n",
+       "      <td>581955</td>\n",
+       "      <td>cc-publicdomain</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4356765</th>\n",
-       "      <td>3df036ca-631d-4795-9079-d85b8fcef3c1</td>\n",
-       "      <td>28311652</td>\n",
-       "      <td>1249103</td>\n",
-       "      <td>cc-0-1.0</td>\n",
+       "      <th>5696584</th>\n",
+       "      <td>9f668264-9bac-4931-95bc-d98b57788b5a</td>\n",
+       "      <td>29805194</td>\n",
+       "      <td>548324</td>\n",
+       "      <td>cc-publicdomain</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1162697</th>\n",
-       "      <td>883e002f-fa75-4e96-9b78-7dce34a3a4e1</td>\n",
-       "      <td>14888539</td>\n",
-       "      <td>11486400</td>\n",
-       "      <td>cc-by-nc-sa-3.0</td>\n",
+       "      <th>4389621</th>\n",
+       "      <td>45977175-d60b-489e-8549-a3b512c51429</td>\n",
+       "      <td>28344574</td>\n",
+       "      <td>1065138</td>\n",
+       "      <td>cc-0-1.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>377813</th>\n",
-       "      <td>5babc816-d142-434b-b505-997de27a87b2</td>\n",
-       "      <td>10646391</td>\n",
-       "      <td>52251608</td>\n",
-       "      <td>cc-by-nc</td>\n",
+       "      <th>4412074</th>\n",
+       "      <td>ac2ba464-67a0-4f1f-a659-58525de63d3d</td>\n",
+       "      <td>28367105</td>\n",
+       "      <td>131254</td>\n",
+       "      <td>cc-0-1.0</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
@@ -1017,21 +1033,21 @@
       ],
       "text/plain": [
        "                             treeoflife10m_id  eol_content_id  eol_page_id   \n",
-       "4396225  f86dbf9d-8402-471f-9772-ccb418b6f8fe        28351223     51902011  \\\n",
-       "1072047  2cd83c40-1fd8-44f8-867b-57aef25ff281        14796160       160017   \n",
-       "4356765  3df036ca-631d-4795-9079-d85b8fcef3c1        28311652      1249103   \n",
-       "1162697  883e002f-fa75-4e96-9b78-7dce34a3a4e1        14888539     11486400   \n",
-       "377813   5babc816-d142-434b-b505-997de27a87b2        10646391     52251608   \n",
+       "4383662  e2c812eb-9d42-4a18-abbc-3ccd8d55deca        28338611     65277845  \\\n",
+       "5823744  9bae6c3e-13e1-4253-8679-2609579a011d        29932816       581955   \n",
+       "5696584  9f668264-9bac-4931-95bc-d98b57788b5a        29805194       548324   \n",
+       "4389621  45977175-d60b-489e-8549-a3b512c51429        28344574      1065138   \n",
+       "4412074  ac2ba464-67a0-4f1f-a659-58525de63d3d        28367105       131254   \n",
        "\n",
        "                 license owner  \n",
-       "4396225         cc-0-1.0   NaN  \n",
-       "1072047  cc-by-nc-sa-3.0   NaN  \n",
-       "4356765         cc-0-1.0   NaN  \n",
-       "1162697  cc-by-nc-sa-3.0   NaN  \n",
-       "377813          cc-by-nc   NaN  "
+       "4383662         cc-0-1.0   NaN  \n",
+       "5823744  cc-publicdomain   NaN  \n",
+       "5696584  cc-publicdomain   NaN  \n",
+       "4389621         cc-0-1.0   NaN  \n",
+       "4412074         cc-0-1.0   NaN  "
       ]
      },
-     "execution_count": 14,
+     "execution_count": 25,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1049,7 +1065,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 26,
    "metadata": {},
    "outputs": [
     {
@@ -1076,7 +1092,7 @@
        "Name: count, dtype: int64"
       ]
      },
-     "execution_count": 12,
+     "execution_count": 26,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1087,7 +1103,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 27,
    "metadata": {},
    "outputs": [
     {
@@ -1120,44 +1136,44 @@
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th>4937687</th>\n",
-       "      <td>a19281ef-3c49-4bec-b7b0-b7b4027d6237</td>\n",
-       "      <td>29043581</td>\n",
-       "      <td>46576133</td>\n",
+       "      <th>5078067</th>\n",
+       "      <td>33a9ec77-3000-49f7-b1da-7b4945a8880f</td>\n",
+       "      <td>29184302</td>\n",
+       "      <td>23770363</td>\n",
        "      <td>No known copyright restrictions</td>\n",
-       "      <td>Smithsonian Institution</td>\n",
+       "      <td>OSU Special Collections &amp; Archives : Commons</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>5298480</th>\n",
-       "      <td>4d4c7538-9cbd-4ac6-9f4c-fc73bf0c260f</td>\n",
-       "      <td>29405472</td>\n",
-       "      <td>1178661</td>\n",
+       "      <th>5715532</th>\n",
+       "      <td>20f00222-7a9f-4676-8a4d-0bbfe4b89bf5</td>\n",
+       "      <td>29824201</td>\n",
+       "      <td>65420112</td>\n",
        "      <td>No known copyright restrictions</td>\n",
-       "      <td>Internet Archive Book Images</td>\n",
+       "      <td>Abel, Othenio, 1875-1946</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>5452574</th>\n",
-       "      <td>74a636d7-b681-47be-bed7-5a726de5c9d1</td>\n",
-       "      <td>29560411</td>\n",
-       "      <td>964204</td>\n",
+       "      <th>5262216</th>\n",
+       "      <td>56091877-5f02-4ce0-8720-58da312250a5</td>\n",
+       "      <td>29369066</td>\n",
+       "      <td>969529</td>\n",
        "      <td>No known copyright restrictions</td>\n",
-       "      <td>current</td>\n",
+       "      <td>Biologicheskii institut (Akademiia nauk SSSR);...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4959929</th>\n",
-       "      <td>b012b50b-04c2-4ca9-9078-18351897e3b9</td>\n",
-       "      <td>29065898</td>\n",
-       "      <td>126217</td>\n",
+       "      <th>5580837</th>\n",
+       "      <td>be6b6fbb-a7b0-4a4b-9c1a-495a8994de0c</td>\n",
+       "      <td>29689080</td>\n",
+       "      <td>46562368</td>\n",
        "      <td>No known copyright restrictions</td>\n",
-       "      <td>Biologicheskii institut (Akademiia nauk SSSR);...</td>\n",
+       "      <td>State Archives of North Carolina</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>5073633</th>\n",
-       "      <td>4a2c6dd6-1dd4-4a0c-9a9d-0f219f3a4069</td>\n",
-       "      <td>29179854</td>\n",
-       "      <td>65417018</td>\n",
+       "      <th>5049267</th>\n",
+       "      <td>cdff7740-7d84-427b-bd77-c5ec72899a12</td>\n",
+       "      <td>29155440</td>\n",
+       "      <td>1142979</td>\n",
        "      <td>No known copyright restrictions</td>\n",
-       "      <td>OSU Special Collections &amp; Archives : Commons</td>\n",
+       "      <td>Australian War Memorial collection</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
@@ -1165,28 +1181,28 @@
       ],
       "text/plain": [
        "                             treeoflife10m_id  eol_content_id  eol_page_id   \n",
-       "4937687  a19281ef-3c49-4bec-b7b0-b7b4027d6237        29043581     46576133  \\\n",
-       "5298480  4d4c7538-9cbd-4ac6-9f4c-fc73bf0c260f        29405472      1178661   \n",
-       "5452574  74a636d7-b681-47be-bed7-5a726de5c9d1        29560411       964204   \n",
-       "4959929  b012b50b-04c2-4ca9-9078-18351897e3b9        29065898       126217   \n",
-       "5073633  4a2c6dd6-1dd4-4a0c-9a9d-0f219f3a4069        29179854     65417018   \n",
+       "5078067  33a9ec77-3000-49f7-b1da-7b4945a8880f        29184302     23770363  \\\n",
+       "5715532  20f00222-7a9f-4676-8a4d-0bbfe4b89bf5        29824201     65420112   \n",
+       "5262216  56091877-5f02-4ce0-8720-58da312250a5        29369066       969529   \n",
+       "5580837  be6b6fbb-a7b0-4a4b-9c1a-495a8994de0c        29689080     46562368   \n",
+       "5049267  cdff7740-7d84-427b-bd77-c5ec72899a12        29155440      1142979   \n",
        "\n",
        "                                 license   \n",
-       "4937687  No known copyright restrictions  \\\n",
-       "5298480  No known copyright restrictions   \n",
-       "5452574  No known copyright restrictions   \n",
-       "4959929  No known copyright restrictions   \n",
-       "5073633  No known copyright restrictions   \n",
+       "5078067  No known copyright restrictions  \\\n",
+       "5715532  No known copyright restrictions   \n",
+       "5262216  No known copyright restrictions   \n",
+       "5580837  No known copyright restrictions   \n",
+       "5049267  No known copyright restrictions   \n",
        "\n",
        "                                                     owner  \n",
-       "4937687                            Smithsonian Institution  \n",
-       "5298480                       Internet Archive Book Images  \n",
-       "5452574                                            current  \n",
-       "4959929  Biologicheskii institut (Akademiia nauk SSSR);...  \n",
-       "5073633       OSU Special Collections & Archives : Commons  "
+       "5078067       OSU Special Collections & Archives : Commons  \n",
+       "5715532                           Abel, Othenio, 1875-1946  \n",
+       "5262216  Biologicheskii institut (Akademiia nauk SSSR);...  \n",
+       "5580837                   State Archives of North Carolina  \n",
+       "5049267                 Australian War Memorial collection  "
       ]
      },
-     "execution_count": 15,
+     "execution_count": 27,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1197,7 +1213,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 28,
    "metadata": {},
    "outputs": [],
    "source": [

notebooks/ToL_license_check.py

@@ -82,6 +82,12 @@ eol_license_df.to_csv("../data/eol_licenses.csv", index = False)
 cat_df = pd.read_csv("../data/catalog.csv", low_memory = False)
 license_df = pd.read_csv("../data/eol_licenses.csv", low_memory = False)
 
+# %% [markdown]
+# The `train_small` is duplicates of `train`, so we will drop those to analyze the full training set plus val.
+
+# %%
+cat_df = cat_df.loc[cat_df.split != 'train_small']
+
 # %%
 # Add data_source column for easier slicing
 cat_df.loc[cat_df['inat21_filename'].notna(), 'data_source'] = 'iNat21'
@@ -101,7 +107,7 @@ license_df.shape
 eol_df.shape
 
 # %% [markdown]
-# Yeah, we're missing about 82K images in the license file.
+# Yeah, we're missing about 23K images in the license file.
 
 # %%
 license_df.info(show_counts = True)