diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index c7f3b712..9ce1c962 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -100,6 +100,9 @@ importers:
       '@fontsource/redaction-10':
         specifier: ^5.0.2
         version: 5.0.2
+      '@huggingface/transformers':
+        specifier: ^3.2.4
+        version: 3.2.4
       '@imput/libav.js-remux-cli':
         specifier: ^5.5.6
         version: 5.5.6
@@ -201,6 +204,9 @@ packages:
     resolution: {integrity: sha512-F9rL9k9Xjf5blCz8HsJRO4diy111cayL2vkY2XE4r4t3n0yPXVYy3KD3nJ1qbrSn9743UWSXH4IwuCa/HWlGFw==}
     engines: {node: '>=6.0.0'}
 
+  '@emnapi/runtime@1.3.1':
+    resolution: {integrity: sha512-kEBmG8KyqtxJZv+ygbEim+KCGtIq1fC22Ms3S4ziXmYKm8uyoLX0MHONVKwp+9opg390VaKRNt4a7A9NwmpNhw==}
+
   '@esbuild/aix-ppc64@0.21.5':
     resolution: {integrity: sha512-1SDgH6ZSPTlggy1yI6+Dbkiz8xzpHJEVAlF/AM1tHPLsf5STom9rwtjE4hKAF20FfXXNTFqEYXyJNWh1GiZedQ==}
     engines: {node: '>=12'}
@@ -534,6 +540,13 @@ packages:
   '@fontsource/redaction-10@5.0.2':
     resolution: {integrity: sha512-PODxYvb06YrNxdUBGcygiMibpgcZihzmvkmlX/TQAA2F7BUU/anfSKQi/VnLdJ/8LIK81/bUY+i7L/GP27FkVw==}
 
+  '@huggingface/jinja@0.3.2':
+    resolution: {integrity: sha512-F2FvuIc+w1blGsaqJI/OErRbWH6bVJDCBI8Rm5D86yZ2wlwrGERsfIaru7XUv9eYC3DMP3ixDRRtF0h6d8AZcQ==}
+    engines: {node: '>=18'}
+
+  '@huggingface/transformers@3.2.4':
+    resolution: {integrity: sha512-XLXoC2lj72SXCftDh1ptmYwCrjDtky+WT7W51jZERU4jbKzEXz0qHC+vCZwGX+Q7nTFogdwIGU2SuaCG9XKBLA==}
+
   '@humanfs/core@0.19.1':
     resolution: {integrity: sha512-5DyQ4+1JEUzejeK1JGICcideyfUbGixgS9jNgex5nqkW+cY7WZhxBigmieN5Qnw9ZosSNVC9KQKyb+GUaGyKUA==}
     engines: {node: '>=18.18.0'}
@@ -554,6 +567,111 @@ packages:
     resolution: {integrity: sha512-c7hNEllBlenFTHBky65mhq8WD2kbN9Q6gk0bTk8lSBvc554jpXSkST1iePudpt7+A/AQvuHs9EMqjHDXMY1lrA==}
     engines: {node: '>=18.18'}
 
+  '@img/sharp-darwin-arm64@0.33.5':
+    resolution: {integrity: sha512-UT4p+iz/2H4twwAoLCqfA9UH5pI6DggwKEGuaPy7nCVQ8ZsiY5PIcrRvD1DzuY3qYL07NtIQcWnBSY/heikIFQ==}
+    engines: {node: ^18.17.0 || ^20.3.0 || >=21.0.0}
+    cpu: [arm64]
+    os: [darwin]
+
+  '@img/sharp-darwin-x64@0.33.5':
+    resolution: {integrity: sha512-fyHac4jIc1ANYGRDxtiqelIbdWkIuQaI84Mv45KvGRRxSAa7o7d1ZKAOBaYbnepLC1WqxfpimdeWfvqqSGwR2Q==}
+    engines: {node: ^18.17.0 || ^20.3.0 || >=21.0.0}
+    cpu: [x64]
+    os: [darwin]
+
+  '@img/sharp-libvips-darwin-arm64@1.0.4':
+    resolution: {integrity: sha512-XblONe153h0O2zuFfTAbQYAX2JhYmDHeWikp1LM9Hul9gVPjFY427k6dFEcOL72O01QxQsWi761svJ/ev9xEDg==}
+    cpu: [arm64]
+    os: [darwin]
+
+  '@img/sharp-libvips-darwin-x64@1.0.4':
+    resolution: {integrity: sha512-xnGR8YuZYfJGmWPvmlunFaWJsb9T/AO2ykoP3Fz/0X5XV2aoYBPkX6xqCQvUTKKiLddarLaxpzNe+b1hjeWHAQ==}
+    cpu: [x64]
+    os: [darwin]
+
+  '@img/sharp-libvips-linux-arm64@1.0.4':
+    resolution: {integrity: sha512-9B+taZ8DlyyqzZQnoeIvDVR/2F4EbMepXMc/NdVbkzsJbzkUjhXv/70GQJ7tdLA4YJgNP25zukcxpX2/SueNrA==}
+    cpu: [arm64]
+    os: [linux]
+
+  '@img/sharp-libvips-linux-arm@1.0.5':
+    resolution: {integrity: sha512-gvcC4ACAOPRNATg/ov8/MnbxFDJqf/pDePbBnuBDcjsI8PssmjoKMAz4LtLaVi+OnSb5FK/yIOamqDwGmXW32g==}
+    cpu: [arm]
+    os: [linux]
+
+  '@img/sharp-libvips-linux-s390x@1.0.4':
+    resolution: {integrity: sha512-u7Wz6ntiSSgGSGcjZ55im6uvTrOxSIS8/dgoVMoiGE9I6JAfU50yH5BoDlYA1tcuGS7g/QNtetJnxA6QEsCVTA==}
+    cpu: [s390x]
+    os: [linux]
+
+  '@img/sharp-libvips-linux-x64@1.0.4':
+    resolution: {integrity: sha512-MmWmQ3iPFZr0Iev+BAgVMb3ZyC4KeFc3jFxnNbEPas60e1cIfevbtuyf9nDGIzOaW9PdnDciJm+wFFaTlj5xYw==}
+    cpu: [x64]
+    os: [linux]
+
+  '@img/sharp-libvips-linuxmusl-arm64@1.0.4':
+    resolution: {integrity: sha512-9Ti+BbTYDcsbp4wfYib8Ctm1ilkugkA/uscUn6UXK1ldpC1JjiXbLfFZtRlBhjPZ5o1NCLiDbg8fhUPKStHoTA==}
+    cpu: [arm64]
+    os: [linux]
+
+  '@img/sharp-libvips-linuxmusl-x64@1.0.4':
+    resolution: {integrity: sha512-viYN1KX9m+/hGkJtvYYp+CCLgnJXwiQB39damAO7WMdKWlIhmYTfHjwSbQeUK/20vY154mwezd9HflVFM1wVSw==}
+    cpu: [x64]
+    os: [linux]
+
+  '@img/sharp-linux-arm64@0.33.5':
+    resolution: {integrity: sha512-JMVv+AMRyGOHtO1RFBiJy/MBsgz0x4AWrT6QoEVVTyh1E39TrCUpTRI7mx9VksGX4awWASxqCYLCV4wBZHAYxA==}
+    engines: {node: ^18.17.0 || ^20.3.0 || >=21.0.0}
+    cpu: [arm64]
+    os: [linux]
+
+  '@img/sharp-linux-arm@0.33.5':
+    resolution: {integrity: sha512-JTS1eldqZbJxjvKaAkxhZmBqPRGmxgu+qFKSInv8moZ2AmT5Yib3EQ1c6gp493HvrvV8QgdOXdyaIBrhvFhBMQ==}
+    engines: {node: ^18.17.0 || ^20.3.0 || >=21.0.0}
+    cpu: [arm]
+    os: [linux]
+
+  '@img/sharp-linux-s390x@0.33.5':
+    resolution: {integrity: sha512-y/5PCd+mP4CA/sPDKl2961b+C9d+vPAveS33s6Z3zfASk2j5upL6fXVPZi7ztePZ5CuH+1kW8JtvxgbuXHRa4Q==}
+    engines: {node: ^18.17.0 || ^20.3.0 || >=21.0.0}
+    cpu: [s390x]
+    os: [linux]
+
+  '@img/sharp-linux-x64@0.33.5':
+    resolution: {integrity: sha512-opC+Ok5pRNAzuvq1AG0ar+1owsu842/Ab+4qvU879ippJBHvyY5n2mxF1izXqkPYlGuP/M556uh53jRLJmzTWA==}
+    engines: {node: ^18.17.0 || ^20.3.0 || >=21.0.0}
+    cpu: [x64]
+    os: [linux]
+
+  '@img/sharp-linuxmusl-arm64@0.33.5':
+    resolution: {integrity: sha512-XrHMZwGQGvJg2V/oRSUfSAfjfPxO+4DkiRh6p2AFjLQztWUuY/o8Mq0eMQVIY7HJ1CDQUJlxGGZRw1a5bqmd1g==}
+    engines: {node: ^18.17.0 || ^20.3.0 || >=21.0.0}
+    cpu: [arm64]
+    os: [linux]
+
+  '@img/sharp-linuxmusl-x64@0.33.5':
+    resolution: {integrity: sha512-WT+d/cgqKkkKySYmqoZ8y3pxx7lx9vVejxW/W4DOFMYVSkErR+w7mf2u8m/y4+xHe7yY9DAXQMWQhpnMuFfScw==}
+    engines: {node: ^18.17.0 || ^20.3.0 || >=21.0.0}
+    cpu: [x64]
+    os: [linux]
+
+  '@img/sharp-wasm32@0.33.5':
+    resolution: {integrity: sha512-ykUW4LVGaMcU9lu9thv85CbRMAwfeadCJHRsg2GmeRa/cJxsVY9Rbd57JcMxBkKHag5U/x7TSBpScF4U8ElVzg==}
+    engines: {node: ^18.17.0 || ^20.3.0 || >=21.0.0}
+    cpu: [wasm32]
+
+  '@img/sharp-win32-ia32@0.33.5':
+    resolution: {integrity: sha512-T36PblLaTwuVJ/zw/LaH0PdZkRz5rd3SmMHX8GSmR7vtNSP5Z6bQkExdSK7xGWyxLw4sUknBuugTelgw2faBbQ==}
+    engines: {node: ^18.17.0 || ^20.3.0 || >=21.0.0}
+    cpu: [ia32]
+    os: [win32]
+
+  '@img/sharp-win32-x64@0.33.5':
+    resolution: {integrity: sha512-MpY/o8/8kj+EcnxwvrP4aTJSWw/aZ7JIGR4aBeZkZw5B7/Jn+tY9/VNwtcoGmdT7GfggGIU4kygOMSbYnOrAbg==}
+    engines: {node: ^18.17.0 || ^20.3.0 || >=21.0.0}
+    cpu: [x64]
+    os: [win32]
+
   '@imput/libav.js-remux-cli@5.5.6':
     resolution: {integrity: sha512-XdAab90EZKf6ULtD/x9Y2bnlmNJodXSO6w8aWrn97+N2IRuOS8zv3tAFPRC69SWKa8Utjeu5YTYuTolnX3QprQ==}
 
@@ -564,6 +682,10 @@ packages:
     resolution: {integrity: sha512-O8jcjabXaleOG9DQ0+ARXWZBTfnP4WNAqzuiJK7ll44AmxGKv/J2M4TPjxjY3znBCfvBXFzucm1twdyFybFqEA==}
     engines: {node: '>=12'}
 
+  '@isaacs/fs-minipass@4.0.1':
+    resolution: {integrity: sha512-wgm9Ehl2jpeqP3zw/7mo3kRHFp5MEDhqAdwy1fTGkHAwnkGOVsgpvQhL8B5n1qlb01jV3n/bI0ZfZp5lWA1k4w==}
+    engines: {node: '>=18.0.0'}
+
   '@jridgewell/gen-mapping@0.3.5':
     resolution: {integrity: sha512-IzL8ZoEDIBRWEzlCcRhOaCupYyN5gdIK+Q6fbFdPDg6HqX6jpkItn7DFIpW9LQzXG6Df9sA7+OKnq0qlz/GaQg==}
     engines: {node: '>=6.0.0'}
@@ -617,6 +739,36 @@ packages:
   '@polka/url@1.0.0-next.25':
     resolution: {integrity: sha512-j7P6Rgr3mmtdkeDGTe0E/aYyWEWVtc5yFXtHCRHs28/jptDEWfaVOc5T7cblqy1XKPPfCxJc/8DwQ5YgLOZOVQ==}
 
+  '@protobufjs/aspromise@1.1.2':
+    resolution: {integrity: sha512-j+gKExEuLmKwvz3OgROXtrJ2UG2x8Ch2YZUxahh+s1F2HZ+wAceUNLkvy6zKCPVRkU++ZWQrdxsUeQXmcg4uoQ==}
+
+  '@protobufjs/base64@1.1.2':
+    resolution: {integrity: sha512-AZkcAA5vnN/v4PDqKyMR5lx7hZttPDgClv83E//FMNhR2TMcLUhfRUBHCmSl0oi9zMgDDqRUJkSxO3wm85+XLg==}
+
+  '@protobufjs/codegen@2.0.4':
+    resolution: {integrity: sha512-YyFaikqM5sH0ziFZCN3xDC7zeGaB/d0IUb9CATugHWbd1FRFwWwt4ld4OYMPWu5a3Xe01mGAULCdqhMlPl29Jg==}
+
+  '@protobufjs/eventemitter@1.1.0':
+    resolution: {integrity: sha512-j9ednRT81vYJ9OfVuXG6ERSTdEL1xVsNgqpkxMsbIabzSo3goCjDIveeGv5d03om39ML71RdmrGNjG5SReBP/Q==}
+
+  '@protobufjs/fetch@1.1.0':
+    resolution: {integrity: sha512-lljVXpqXebpsijW71PZaCYeIcE5on1w5DlQy5WH6GLbFryLUrBD4932W/E2BSpfRJWseIL4v/KPgBFxDOIdKpQ==}
+
+  '@protobufjs/float@1.0.2':
+    resolution: {integrity: sha512-Ddb+kVXlXst9d+R9PfTIxh1EdNkgoRe5tOX6t01f1lYWOvJnSPDBlG241QLzcyPdoNTsblLUdujGSE4RzrTZGQ==}
+
+  '@protobufjs/inquire@1.1.0':
+    resolution: {integrity: sha512-kdSefcPdruJiFMVSbn801t4vFK7KB/5gd2fYvrxhuJYg8ILrmn9SKSX2tZdV6V+ksulWqS7aXjBcRXl3wHoD9Q==}
+
+  '@protobufjs/path@1.1.2':
+    resolution: {integrity: sha512-6JOcJ5Tm08dOHAbdR3GrvP+yUUfkjG5ePsHYczMFLq3ZmMkAD98cDgcT2iA1lJ9NVwFd4tH/iSSoe44YWkltEA==}
+
+  '@protobufjs/pool@1.1.0':
+    resolution: {integrity: sha512-0kELaGSIDBKvcgS4zkjz1PeddatrjYcmMWOlAuAPwAeccUrPHdUqo/J6LiymHHEiJT5NrF1UVwxY14f+fy4WQw==}
+
+  '@protobufjs/utf8@1.1.0':
+    resolution: {integrity: sha512-Vvn3zZrhQZkkBE8LSuW3em98c0FwgO4nxzv6OdSxPKJIEKY2bGbHn+mhGIPerzI4twdxaP8/0+06HBpwf345Lw==}
+
   '@redis/bloom@1.2.0':
     resolution: {integrity: sha512-HG2DFjYKbpNmVXsa0keLHp/3leGJz1mjh09f2RLGGLQZzSHpkmZWuwJbAvo3QcRY8p80m5+ZdXZdYOSBLlp7Cg==}
     peerDependencies:
@@ -983,6 +1135,10 @@ packages:
     resolution: {integrity: sha512-7VT13fmjotKpGipCW9JEQAusEPE+Ei8nl6/g4FBAmIm0GOOLMua9NDDo/DWp0ZAxCr3cPq5ZpBqmPAQgDda2Pw==}
     engines: {node: '>= 8.10.0'}
 
+  chownr@3.0.0:
+    resolution: {integrity: sha512-+IxzY9BZOQd/XuYPRmrvEVjF/nqj5kgT4kEq7VofrDoM1MxoRjEWkrCC3EtLi59TVawxTAn+orJwFQcrqEN1+g==}
+    engines: {node: '>=18'}
+
   cluster-key-slot@1.1.2:
     resolution: {integrity: sha512-RMr0FhtfXemyinomL4hrWcYJxmX6deFdCxpJzhDttxgO1+bcCnkk+9drydLVDmAMG7NE6aN/fl4F7ucU/90gAA==}
     engines: {node: '>=0.10.0'}
@@ -997,6 +1153,13 @@ packages:
   color-name@1.1.4:
     resolution: {integrity: sha512-dOy+3AuW3a2wNbZHIuMZpTcgjGuLU/uBL/ubcZF9OXbDo8ff4O8yVp5Bf0efS8uEoYo5q4Fx7dY9OgQGXgAsQA==}
 
+  color-string@1.9.1:
+    resolution: {integrity: sha512-shrVawQFojnZv6xM40anx4CkoDP+fZsw/ZerEMsW/pyzsRbElpsL/DBVW7q3ExxwusdNXI3lXpuhEZkzs8p5Eg==}
+
+  color@4.2.3:
+    resolution: {integrity: sha512-1rXeuUUiGGrykh+CeBdu5Ie7OJwinCgQY0bc7GCRxy5xVHy+moaqkpL/jqQq0MtQOeYcrqEz4abc5f0KtU7W4A==}
+    engines: {node: '>=12.5.0'}
+
   commander@4.1.1:
     resolution: {integrity: sha512-NOKm8xhkzAjzFx8B2v5OAHT+u5pRQc2UCa2Vq9jYL/31o2wi9mxBA7LIFs3sV5VSC49z6pEhfbMULvShKj26WA==}
     engines: {node: '>= 6'}
@@ -1097,6 +1260,10 @@ packages:
     resolution: {integrity: sha512-reYkTUJAZb9gUuZ2RvVCNhVHdg62RHnJ7WJl8ftMi4diZ6NWlciOzQN88pUhSELEwflJht4oQDv0F0BMlwaYtA==}
     engines: {node: '>=8'}
 
+  detect-libc@2.0.3:
+    resolution: {integrity: sha512-bwy0MGW55bG41VqxxypOsdSdGqLwXPI/focwgTYCFMbdUiBAxLg9CFzG08sz2aqzknwiX7Hkl0bQENjg8iLByw==}
+    engines: {node: '>=8'}
+
   devalue@5.1.1:
     resolution: {integrity: sha512-maua5KUiapvEwiEAe+XnlZ3Rh0GD+qI1J/nb9vrJc3muPXvcF/8gXYTWF76+5DAqHyDUtOIImEuo0YKE9mshVw==}
 
@@ -1275,6 +1442,9 @@ packages:
     resolution: {integrity: sha512-f7ccFPK3SXFHpx15UIGyRJ/FJQctuKZ0zVuN3frBo4HnK3cay9VEW0R6yPYFHC0AgqhukPzKjq22t5DmAyqGyw==}
     engines: {node: '>=16'}
 
+  flatbuffers@1.12.0:
+    resolution: {integrity: sha512-c7CZADjRcl6j0PlvFy0ZqXQ67qSEZfrVPynmnL+2zPc+NtMvrF8Y0QceMo7QqnSPc7+uWjUIAbvCQ5WIKlMVdQ==}
+
   flatted@3.3.1:
     resolution: {integrity: sha512-X8cqMLLie7KsNUDSdzeN8FYK9rEt4Dt67OsG/DNGnYTSDBG4uFAJFBnUeiV+zCVAvwFy56IjM9sH51jVaEhNxw==}
 
@@ -1356,6 +1526,9 @@ packages:
   graphemer@1.4.0:
     resolution: {integrity: sha512-EtKwoO6kxCL9WO5xipiHTZlSzBm7WLT627TqC/uVRd0HKmq8NXyebnNYxDoBi7wt8eTWrUrKXCOVaFq9x1kgag==}
 
+  guid-typescript@1.0.9:
+    resolution: {integrity: sha512-Y8T4vYhEfwJOTbouREvG+3XDsjr8E3kIr7uf+JZ0BYloFsttiHU0WfvANVsR7TxNUJa/WpCnw/Ino/p+DeBhBQ==}
+
   has-flag@4.0.0:
     resolution: {integrity: sha512-EykJT/Q1KjTWctppgIAgfSO0tKVuZUjhgMr17kqTumMl6Afv3EISleU7qZUzoXDFTAHTDC4NOoG/ZxU3EvlMPQ==}
     engines: {node: '>=8'}
@@ -1431,6 +1604,9 @@ packages:
     resolution: {integrity: sha512-Ag3wB2o37wslZS19hZqorUnrnzSkpOVy+IiiDEiTqNubEYpYuHWIf6K4psgN2ZWKExS4xhVCrRVfb/wfW8fWJA==}
     engines: {node: '>= 10'}
 
+  is-arrayish@0.3.2:
+    resolution: {integrity: sha512-eVRqCvVlZbuw3GrM63ovNSNAeA1K16kaR/LRY/92w0zxQ5/1YzwblUX652i4Xs9RwAGjW9d9y6X88t8OaAJfWQ==}
+
   is-binary-path@2.1.0:
     resolution: {integrity: sha512-ZMERYes6pDydyuGidse7OsHxtbI7WVeUEozgR/g7rd0xUimYNlvZRE/K2MgZTjWy725IfelLeVcEM97mmtRGXw==}
     engines: {node: '>=8'}
@@ -1527,6 +1703,9 @@ packages:
   lodash.sortby@4.7.0:
     resolution: {integrity: sha512-HDWXG8isMntAyRF5vZ7xKuEvOhT4AhlRt/3czTSjvGUxjYCBVRQY48ViDHyfYz9VIoBkW4TMGQNapx+l3RUwdA==}
 
+  long@5.2.4:
+    resolution: {integrity: sha512-qtzLbJE8hq7VabR3mISmVGtoXP8KGc2Z/AT8OuqlYD7JTR3oqrgwdjnk07wpj1twXxYmgDXgoKVWUG/fReSzHg==}
+
   lru-cache@10.4.3:
     resolution: {integrity: sha512-JNAzZcXrCt42VGLuYz0zfAzDfAvJWW6AfYlDBQyDV5DClI2m5sAmK+OIO7s59XfsRsWHp02jAJrRadPRGTt6SQ==}
 
@@ -1611,10 +1790,19 @@ packages:
     resolution: {integrity: sha512-qOOzS1cBTWYF4BH8fVePDBOO9iptMnGUEZwNc/cMWnTV2nVLZ7VoNWEPHkYczZA0pdoA7dl6e7FL659nX9S2aw==}
     engines: {node: '>=16 || 14 >=14.17'}
 
+  minizlib@3.0.1:
+    resolution: {integrity: sha512-umcy022ILvb5/3Djuu8LWeqUa8D68JaBzlttKeMWen48SjabqS3iY5w/vzeMzMUNhLDifyhbOwKDSznB1vvrwg==}
+    engines: {node: '>= 18'}
+
   mkdirp@0.5.6:
     resolution: {integrity: sha512-FP+p8RB8OWpF3YZBCrP5gtADmtXApB5AMLn+vdyA+PyxCjrCs00mjyUozssO33cwDeT3wNGdLxJ5M//YqtHAJw==}
     hasBin: true
 
+  mkdirp@3.0.1:
+    resolution: {integrity: sha512-+NsyUUAZDmo6YVHzL/stxSu3t9YS1iljliy3BSDrXJ/dkn1KYdmtZODGGjLcc9XLgVVpH4KshHB8XmZgMhaBXg==}
+    engines: {node: '>=10'}
+    hasBin: true
+
   mri@1.2.0:
     resolution: {integrity: sha512-tzzskb3bG8LvYGFF/mDTpq3jpI6Q9wc3LEmBaghu+DdCssd1FakN7Bc0hVNmEyGq1bq3RgfkCb3cmQLpNPOroA==}
     engines: {node: '>=4'}
@@ -1679,6 +1867,19 @@ packages:
     resolution: {integrity: sha512-kbpaSSGJTWdAY5KPVeMOKXSrPtr8C8C7wodJbcsd51jRnmD+GZu8Y0VoU6Dm5Z4vWr0Ig/1NKuWRKf7j5aaYSg==}
     engines: {node: '>=6'}
 
+  onnxruntime-common@1.20.1:
+    resolution: {integrity: sha512-YiU0s0IzYYC+gWvqD1HzLc46Du1sXpSiwzKb63PACIJr6LfL27VsXSXQvt68EzD3V0D5Bc0vyJTjmMxp0ylQiw==}
+
+  onnxruntime-common@1.21.0-dev.20241205-6ed77cc374:
+    resolution: {integrity: sha512-U4DGq/dZiboIEK0Zv1KUuWJesJ/txUALpWSXwI8kqOCSxe8GrI65xfRFeMbqYFhPVGAWZPsBpT1zo1s4ksrlrg==}
+
+  onnxruntime-node@1.20.1:
+    resolution: {integrity: sha512-di/I4HDXRw+FLgq+TyHmQEDd3cEp9iFFZm0r4uJ1Wd7b/WE1VXtKWo8yemex347c6GNF/3Pv86ZfPhIWxORr0w==}
+    os: [win32, darwin, linux]
+
+  onnxruntime-web@1.21.0-dev.20241205-d27fecd3d3:
+    resolution: {integrity: sha512-neeC9mv1sFWjUFrTaDl7enufNxbtSSTwR5V2i35ga4yXWS6r1MbpUwWwD1X+VKANujbSG8M5pk/ohRAOm2QhMQ==}
+
   optionator@0.9.4:
     resolution: {integrity: sha512-6IpQ7mKUxRcZNLIObR0hz7lxsapSSIYNZJwXPGeF0mTVqGKFIXj1DQcMoT22S3ROcLyY/rz0PWaWZ9ayWmad9g==}
     engines: {node: '>= 0.8.0'}
@@ -1749,6 +1950,9 @@ packages:
     resolution: {integrity: sha512-saLsH7WeYYPiD25LDuLRRY/i+6HaPYr6G1OUlN39otzkSTxKnubR9RTxS3/Kk50s1g2JTgFwWQDQyplC5/SHZg==}
     engines: {node: '>= 6'}
 
+  platform@1.3.6:
+    resolution: {integrity: sha512-fnWVljUchTro6RiCFvCXBbNhJc2NijN7oIQxbwsyL0buWJPG85v81ehlHI9fXrJsMNgTofEoWIQeClKpgxFLrg==}
+
   postcss-load-config@6.0.1:
     resolution: {integrity: sha512-oPtTM4oerL+UXmx+93ytZVN82RrlY/wPUV8IeDxFrzIjXOLF1pN+EmKPLbubvKHT2HC20xXsCAH2Z+CKV6Oz/g==}
     engines: {node: '>= 18'}
@@ -1791,6 +1995,10 @@ packages:
     resolution: {integrity: sha512-7PiHtLll5LdnKIMw100I+8xJXR5gW2QwWYkT6iJva0bXitZKa/XMrSbdmg3r2Xnaidz9Qumd0VPaMrZlF9V9sA==}
     engines: {node: '>=0.4.0'}
 
+  protobufjs@7.4.0:
+    resolution: {integrity: sha512-mRUWCc3KUU4w1jU8sGxICXH/gNS94DvI1gxqDvBzhj1JpcsimQkYiOJfwsPUykUI5ZaspFbSgmBLER8IrQ3tqw==}
+    engines: {node: '>=12.0.0'}
+
   proxy-addr@2.0.7:
     resolution: {integrity: sha512-llQsMLSUDUPT44jdrU/O37qlnifitDP+ZwrmmZcoSKyLKvtZxpyV0n2/bD/N4tBAAZ/gJEdZU7KMraoK1+XYAg==}
     engines: {node: '>= 0.10'}
@@ -1848,6 +2056,10 @@ packages:
     deprecated: Rimraf versions prior to v4 are no longer supported
     hasBin: true
 
+  rimraf@5.0.10:
+    resolution: {integrity: sha512-l0OE8wL34P4nJH/H2ffoaniAokM2qSmrtXHmlpvYr5AVVX8msAyW0l8NVJFDxlSK4u3Uh/f41cQheDVdnYijwQ==}
+    hasBin: true
+
   rollup@4.24.0:
     resolution: {integrity: sha512-DOmrlGSXNk1DM0ljiQA+i+o0rSLhtii1je5wgk60j49d1jHT5YYttBv1iWOnYSTG+fZZESUOSNiAl89SIet+Cg==}
     engines: {node: '>=18.0.0', npm: '>=8.0.0'}
@@ -1892,6 +2104,10 @@ packages:
   setprototypeof@1.2.0:
     resolution: {integrity: sha512-E5LDX7Wrp85Kil5bhZv46j8jOeboKq5JMmYM3gVGdGH8xFpPWXUMsNrlODCrkoxMEeNi/XZIwuRvY4XNwYMJpw==}
 
+  sharp@0.33.5:
+    resolution: {integrity: sha512-haPVm1EkS9pgvHrQ/F3Xy+hgcuMV0Wm9vfIBSiwZ05k+xgb0PkBQpGsAA/oWdDobNaZTH5ppvHtzCFbnSEwHVw==}
+    engines: {node: ^18.17.0 || ^20.3.0 || >=21.0.0}
+
   shebang-command@2.0.0:
     resolution: {integrity: sha512-kHxr2zZpYtdmrN1qDjrrX/Z1rR1kG8Dx+gkpK1G4eXmvXswmcE1hTWBWYUzlraYw1/yZp6YuDY77YtvbN0dmDA==}
     engines: {node: '>=8'}
@@ -1911,6 +2127,9 @@ packages:
     resolution: {integrity: sha512-bzyZ1e88w9O1iNJbKnOlvYTrWPDl46O1bG0D3XInv+9tkPrxrN8jUUTiFlDkkmKWgn1M6CfIA13SuGqOa9Korw==}
     engines: {node: '>=14'}
 
+  simple-swizzle@0.2.2:
+    resolution: {integrity: sha512-JA//kQgZtbuY83m+xT+tXJkmJncGMTFT+C+g2h2R9uxkYIrE2yy9sgmcLhCnw57/WSD+Eh3J97FPEDFnbXnDUg==}
+
   sirv@3.0.0:
     resolution: {integrity: sha512-BPwJGUeDaDCHihkORDchNyyTvWFhcusy1XMmhEVTQTwGeybFbp8YEmB+njbPnth1FibULBSBVwCQni25XlCUDg==}
     engines: {node: '>=18'}
@@ -2081,6 +2300,10 @@ packages:
   syscall-napi@0.0.6:
     resolution: {integrity: sha512-qHbwjyFXAAekKUXxl70lhDiBYJ3e7XM7kQwu7LV3F0pHMenKox+VcZPZkRkhdmL/wNJD3NmrMGnL7161kdecUQ==}
 
+  tar@7.4.3:
+    resolution: {integrity: sha512-5S7Va8hKfV7W5U6g3aYxXmlPoZVAwUMy9AOKyF2fVuZa2UD3qZjg578OrLRt8PcNN1PleVaL/5/yYATNL0ICUw==}
+    engines: {node: '>=18'}
+
   thenify-all@1.6.0:
     resolution: {integrity: sha512-RNxQH/qI8/t3thXJDwcstUO4zeqo64+Uy/+sNVRBx4Xn2OX+OZ9oP+iJnNFqplFra2ZUVeKCSa2oVWi3T4uVmA==}
     engines: {node: '>=0.8'}
@@ -2282,6 +2505,10 @@ packages:
   yallist@4.0.0:
     resolution: {integrity: sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A==}
 
+  yallist@5.0.0:
+    resolution: {integrity: sha512-YgvUTfwqyc7UXVMrB+SImsVYSmTS8X/tSrtdNZMImM+n7+QTriRXyXim0mBrTXNeqzVF0KWGgHPeiyViFFrNDw==}
+    engines: {node: '>=18'}
+
   yocto-queue@0.1.0:
     resolution: {integrity: sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==}
     engines: {node: '>=10'}
@@ -2314,6 +2541,11 @@ snapshots:
       http-response-object: 3.0.2
       parse-cache-control: 1.0.1
 
+  '@emnapi/runtime@1.3.1':
+    dependencies:
+      tslib: 2.6.3
+    optional: true
+
   '@esbuild/aix-ppc64@0.21.5':
     optional: true
 
@@ -2506,6 +2738,15 @@ snapshots:
 
   '@fontsource/redaction-10@5.0.2': {}
 
+  '@huggingface/jinja@0.3.2': {}
+
+  '@huggingface/transformers@3.2.4':
+    dependencies:
+      '@huggingface/jinja': 0.3.2
+      onnxruntime-node: 1.20.1
+      onnxruntime-web: 1.21.0-dev.20241205-d27fecd3d3
+      sharp: 0.33.5
+
   '@humanfs/core@0.19.1': {}
 
   '@humanfs/node@0.16.6':
@@ -2519,6 +2760,81 @@ snapshots:
 
   '@humanwhocodes/retry@0.4.1': {}
 
+  '@img/sharp-darwin-arm64@0.33.5':
+    optionalDependencies:
+      '@img/sharp-libvips-darwin-arm64': 1.0.4
+    optional: true
+
+  '@img/sharp-darwin-x64@0.33.5':
+    optionalDependencies:
+      '@img/sharp-libvips-darwin-x64': 1.0.4
+    optional: true
+
+  '@img/sharp-libvips-darwin-arm64@1.0.4':
+    optional: true
+
+  '@img/sharp-libvips-darwin-x64@1.0.4':
+    optional: true
+
+  '@img/sharp-libvips-linux-arm64@1.0.4':
+    optional: true
+
+  '@img/sharp-libvips-linux-arm@1.0.5':
+    optional: true
+
+  '@img/sharp-libvips-linux-s390x@1.0.4':
+    optional: true
+
+  '@img/sharp-libvips-linux-x64@1.0.4':
+    optional: true
+
+  '@img/sharp-libvips-linuxmusl-arm64@1.0.4':
+    optional: true
+
+  '@img/sharp-libvips-linuxmusl-x64@1.0.4':
+    optional: true
+
+  '@img/sharp-linux-arm64@0.33.5':
+    optionalDependencies:
+      '@img/sharp-libvips-linux-arm64': 1.0.4
+    optional: true
+
+  '@img/sharp-linux-arm@0.33.5':
+    optionalDependencies:
+      '@img/sharp-libvips-linux-arm': 1.0.5
+    optional: true
+
+  '@img/sharp-linux-s390x@0.33.5':
+    optionalDependencies:
+      '@img/sharp-libvips-linux-s390x': 1.0.4
+    optional: true
+
+  '@img/sharp-linux-x64@0.33.5':
+    optionalDependencies:
+      '@img/sharp-libvips-linux-x64': 1.0.4
+    optional: true
+
+  '@img/sharp-linuxmusl-arm64@0.33.5':
+    optionalDependencies:
+      '@img/sharp-libvips-linuxmusl-arm64': 1.0.4
+    optional: true
+
+  '@img/sharp-linuxmusl-x64@0.33.5':
+    optionalDependencies:
+      '@img/sharp-libvips-linuxmusl-x64': 1.0.4
+    optional: true
+
+  '@img/sharp-wasm32@0.33.5':
+    dependencies:
+      '@emnapi/runtime': 1.3.1
+    optional: true
+
+  '@img/sharp-win32-ia32@0.33.5':
+    optional: true
+
+  '@img/sharp-win32-x64@0.33.5':
+    optional: true
+
   '@imput/libav.js-remux-cli@5.5.6': {}
 
   '@imput/psl@2.0.4':
@@ -2534,6 +2850,10 @@ snapshots:
       wrap-ansi: 8.1.0
       wrap-ansi-cjs: wrap-ansi@7.0.0
 
+  '@isaacs/fs-minipass@4.0.1':
+    dependencies:
+      minipass: 7.1.2
+
   '@jridgewell/gen-mapping@0.3.5':
     dependencies:
       '@jridgewell/set-array': 1.2.1
@@ -2585,6 +2905,29 @@ snapshots:
 
   '@polka/url@1.0.0-next.25': {}
 
+  '@protobufjs/aspromise@1.1.2': {}
+
+  '@protobufjs/base64@1.1.2': {}
+
+  '@protobufjs/codegen@2.0.4': {}
+
+  '@protobufjs/eventemitter@1.1.0': {}
+
+  '@protobufjs/fetch@1.1.0':
+    dependencies:
+      '@protobufjs/aspromise': 1.1.2
+      '@protobufjs/inquire': 1.1.0
+
+  '@protobufjs/float@1.0.2': {}
+
+  '@protobufjs/inquire@1.1.0': {}
+
+  '@protobufjs/path@1.1.2': {}
+
+  '@protobufjs/pool@1.1.0': {}
+
+  '@protobufjs/utf8@1.1.0': {}
+
   '@redis/bloom@1.2.0(@redis/client@1.6.0)':
     dependencies:
       '@redis/client': 1.6.0
@@ -2968,6 +3311,8 @@ snapshots:
     optionalDependencies:
       fsevents: 2.3.3
 
+  chownr@3.0.0: {}
+
   cluster-key-slot@1.1.2:
     optional: true
 
@@ -2985,6 +3330,16 @@ snapshots:
 
   color-name@1.1.4: {}
 
+  color-string@1.9.1:
+    dependencies:
+      color-name: 1.1.4
+      simple-swizzle: 0.2.2
+
+  color@4.2.3:
+    dependencies:
+      color-convert: 2.0.1
+      color-string: 1.9.1
+
   commander@4.1.1: {}
 
   compare-versions@6.1.1: {}
@@ -3062,6 +3417,8 @@ snapshots:
 
   detect-indent@6.1.0: {}
 
+  detect-libc@2.0.3: {}
+
   devalue@5.1.1: {}
 
   dotenv@16.4.5: {}
@@ -3334,6 +3691,8 @@ snapshots:
       flatted: 3.3.1
       keyv: 4.5.4
 
+  flatbuffers@1.12.0: {}
+
   flatted@3.3.1: {}
 
   foreground-child@3.3.0:
@@ -3421,6 +3780,8 @@ snapshots:
 
   graphemer@1.4.0: {}
 
+  guid-typescript@1.0.9: {}
+
   has-flag@4.0.0: {}
 
   has-property-descriptors@1.0.2:
@@ -3487,6 +3848,8 @@ snapshots:
 
   ipaddr.js@2.2.0: {}
 
+  is-arrayish@0.3.2: {}
+
   is-binary-path@2.1.0:
     dependencies:
       binary-extensions: 2.3.0
@@ -3567,6 +3930,8 @@ snapshots:
 
   lodash.sortby@4.7.0: {}
 
+  long@5.2.4: {}
+
   lru-cache@10.4.3: {}
 
   lru-cache@11.0.2: {}
@@ -3630,10 +3995,17 @@ snapshots:
 
   minipass@7.1.2: {}
 
+  minizlib@3.0.1:
+    dependencies:
+      minipass: 7.1.2
+      rimraf: 5.0.10
+
   mkdirp@0.5.6:
     dependencies:
       minimist: 1.2.8
 
+  mkdirp@3.0.1: {}
+
   mri@1.2.0: {}
 
   mrmime@2.0.0: {}
@@ -3680,6 +4052,24 @@ snapshots:
     dependencies:
       mimic-fn: 2.1.0
 
+  onnxruntime-common@1.20.1: {}
+
+  onnxruntime-common@1.21.0-dev.20241205-6ed77cc374: {}
+
+  onnxruntime-node@1.20.1:
+    dependencies:
+      onnxruntime-common: 1.20.1
+      tar: 7.4.3
+
+  onnxruntime-web@1.21.0-dev.20241205-d27fecd3d3:
+    dependencies:
+      flatbuffers: 1.12.0
+      guid-typescript: 1.0.9
+      long: 5.2.4
+      onnxruntime-common: 1.21.0-dev.20241205-6ed77cc374
+      platform: 1.3.6
+      protobufjs: 7.4.0
+
   optionator@0.9.4:
     dependencies:
       deep-is: 0.1.4
@@ -3741,6 +4131,8 @@ snapshots:
 
   pirates@4.0.6: {}
 
+  platform@1.3.6: {}
+
   postcss-load-config@6.0.1(postcss@8.4.47):
     dependencies:
       lilconfig: 3.1.2
@@ -3763,6 +4155,21 @@ snapshots:
 
   progress@2.0.3: {}
 
+  protobufjs@7.4.0:
+    dependencies:
+      '@protobufjs/aspromise': 1.1.2
+      '@protobufjs/base64': 1.1.2
+      '@protobufjs/codegen': 2.0.4
+      '@protobufjs/eventemitter': 1.1.0
+      '@protobufjs/fetch': 1.1.0
+      '@protobufjs/float': 1.0.2
+      '@protobufjs/inquire': 1.1.0
+      '@protobufjs/path': 1.1.2
+      '@protobufjs/pool': 1.1.0
+      '@protobufjs/utf8': 1.1.0
+      '@types/node': 20.14.14
+      long: 5.2.4
+
   proxy-addr@2.0.7:
     dependencies:
       forwarded: 0.2.0
@@ -3820,6 +4227,10 @@ snapshots:
     dependencies:
       glob: 7.2.3
 
+  rimraf@5.0.10:
+    dependencies:
+      glob: 10.4.5
+
   rollup@4.24.0:
     dependencies:
       '@types/estree': 1.0.6
@@ -3903,6 +4314,32 @@ snapshots:
 
   setprototypeof@1.2.0: {}
 
+  sharp@0.33.5:
+    dependencies:
+      color: 4.2.3
+      detect-libc: 2.0.3
+      semver: 7.6.3
+    optionalDependencies:
+      '@img/sharp-darwin-arm64': 0.33.5
+      '@img/sharp-darwin-x64': 0.33.5
+      '@img/sharp-libvips-darwin-arm64': 1.0.4
+      '@img/sharp-libvips-darwin-x64': 1.0.4
+      '@img/sharp-libvips-linux-arm': 1.0.5
+      '@img/sharp-libvips-linux-arm64': 1.0.4
+      '@img/sharp-libvips-linux-s390x': 1.0.4
+      '@img/sharp-libvips-linux-x64': 1.0.4
+      '@img/sharp-libvips-linuxmusl-arm64': 1.0.4
+      '@img/sharp-libvips-linuxmusl-x64': 1.0.4
+      '@img/sharp-linux-arm': 0.33.5
+      '@img/sharp-linux-arm64': 0.33.5
+      '@img/sharp-linux-s390x': 0.33.5
+      '@img/sharp-linux-x64': 0.33.5
+      '@img/sharp-linuxmusl-arm64': 0.33.5
+      '@img/sharp-linuxmusl-x64': 0.33.5
+      '@img/sharp-wasm32': 0.33.5
+      '@img/sharp-win32-ia32': 0.33.5
+      '@img/sharp-win32-x64': 0.33.5
+
   shebang-command@2.0.0:
     dependencies:
       shebang-regex: 3.0.0
@@ -3920,6 +4357,10 @@ snapshots:
 
   signal-exit@4.1.0: {}
 
+  simple-swizzle@0.2.2:
+    dependencies:
+      is-arrayish: 0.3.2
+
   sirv@3.0.0:
     dependencies:
       '@polka/url': 1.0.0-next.25
@@ -4066,6 +4507,15 @@ snapshots:
   syscall-napi@0.0.6:
     optional: true
 
+  tar@7.4.3:
+    dependencies:
+      '@isaacs/fs-minipass': 4.0.1
+      chownr: 3.0.0
+      minipass: 7.1.2
+      minizlib: 3.0.1
+      mkdirp: 3.0.1
+      yallist: 5.0.0
+
   thenify-all@1.6.0:
     dependencies:
       thenify: 3.3.1
@@ -4240,6 +4690,8 @@ snapshots:
   yallist@4.0.0:
     optional: true
 
+  yallist@5.0.0: {}
+
   yocto-queue@0.1.0: {}
 
   youtubei.js@12.2.0:
diff --git a/web/i18n/en/settings.json b/web/i18n/en/settings.json
index c0a4f1df..fa8d8e0f 100644
--- a/web/i18n/en/settings.json
+++ b/web/i18n/en/settings.json
@@ -113,9 +113,9 @@
 
     "advanced.data": "data management",
 
-    "advanced.duck": "local processing",
-    "advanced.duck.title": "process everything on device",
-    "advanced.duck.description": "very wip, may cause critical issues or not work at all. this toggle will probably be gone by release.",
+    "advanced.duck": "duck",
+    "advanced.duck.title": "enable new on-device features",
+    "advanced.duck.description": "very wip, WILL cause critical issues or not work at all. this toggle will be gone by release.",
 
     "processing.community": "community instances",
     "processing.enable_custom.title": "use a custom processing server",
diff --git a/web/i18n/en/tabs.json b/web/i18n/en/tabs.json
index 3cab9cc0..21408038 100644
--- a/web/i18n/en/tabs.json
+++ b/web/i18n/en/tabs.json
@@ -4,5 +4,6 @@
     "updates": "updates",
     "donate": "donate",
     "about": "about",
-    "remux": "remux"
+    "remux": "remux",
+    "cutout": "cut out"
 }
diff --git a/web/package.json b/web/package.json
index 37a7bb49..b2f86dc6 100644
--- a/web/package.json
+++ b/web/package.json
@@ -28,6 +28,7 @@
         "@fontsource-variable/noto-sans-mono": "^5.0.20",
         "@fontsource/ibm-plex-mono": "^5.0.13",
         "@fontsource/redaction-10": "^5.0.2",
+        "@huggingface/transformers": "^3.2.4",
         "@imput/libav.js-remux-cli": "^5.5.6",
         "@imput/version-info": "workspace:^",
         "@sveltejs/adapter-static": "^3.0.6",
diff --git a/web/src/components/sidebar/Sidebar.svelte b/web/src/components/sidebar/Sidebar.svelte
index 64d4c4e3..f1bf5644 100644
--- a/web/src/components/sidebar/Sidebar.svelte
+++ b/web/src/components/sidebar/Sidebar.svelte
@@ -1,4 +1,7 @@
 <script lang="ts">
+    import settings from "$lib/state/settings";
+
+    import { device } from "$lib/device";
     import { t } from "$lib/i18n/translations";
     import { defaultNavPage } from "$lib/subnav";
 
@@ -14,6 +17,8 @@
     import IconHeart from "@tabler/icons-svelte/IconHeart.svelte";
     import IconInfoCircle from "@tabler/icons-svelte/IconInfoCircle.svelte";
 
+    import IconCut from "@tabler/icons-svelte/IconCut.svelte";
+
     let screenWidth: number;
     let settingsLink = defaultNavPage("settings");
     let aboutLink = defaultNavPage("about");
@@ -30,6 +35,9 @@
     <div id="sidebar-tabs" role="tablist">
         <div id="sidebar-actions" class="sidebar-inner-container">
             <SidebarTab name="save" path="/" icon={IconDownload} />
+            {#if $settings.advanced.duck && !device.is.mobile && $settings.advanced.debug}
+                <SidebarTab name="cutout" path="/cutout" icon={IconCut} beta />
+            {/if}
             <SidebarTab name="remux" path="/remux" icon={IconRepeat} beta />
         </div>
         <div id="sidebar-info" class="sidebar-inner-container">
diff --git a/web/src/components/sidebar/SidebarTab.svelte b/web/src/components/sidebar/SidebarTab.svelte
index 2e8dec68..cbc9399b 100644
--- a/web/src/components/sidebar/SidebarTab.svelte
+++ b/web/src/components/sidebar/SidebarTab.svelte
@@ -9,7 +9,7 @@
 
     export let beta = false;
 
-    const firstTabPage = ["save", "remux", "settings"];
+    const firstTabPage = ["save", "cutout", "remux", "settings"];
 
     let tab: HTMLElement;
 
diff --git a/web/src/lib/workers/removebg.ts b/web/src/lib/workers/removebg.ts
new file mode 100644
index 00000000..10cbe0ca
--- /dev/null
+++ b/web/src/lib/workers/removebg.ts
@@ -0,0 +1,56 @@
+import { AutoModel, AutoProcessor, RawImage } from "@huggingface/transformers";
+
+const models = {
+    light: {
+        id: "briaai/RMBG-1.4",
+        input: "input",
+        modelConfig: {
+            device: "wasm",
+            dtype: "fp32",
+        },
+        processorConfig: {},
+    },
+    heavy: {
+        id: "onnx-community/BiRefNet_lite",
+        input: "input_image",
+        modelConfig: {
+            device: "webgpu",
+            dtype: "fp16",
+        },
+        processorConfig: {},
+    }
+}
+
+export const removeImageBackground = async (file: File) => {
+    const image = await RawImage.fromBlob(new Blob([file]));
+
+    const model_type = "light";
+    const model = await AutoModel.from_pretrained(models[model_type].id, models[model_type].modelConfig);
+
+    const processor = await AutoProcessor.from_pretrained(models[model_type].id, models[model_type].processorConfig);
+
+    if (model && processor) {
+        const { pixel_values } = await processor(image);
+
+        const { output } = await model({ [models[model_type].input]: pixel_values });
+
+        const mask = await RawImage.fromTensor(output[0].mul(255).to('uint8')).resize(image.width, image.height);
+
+        const canvas = document.createElement('canvas');
+        canvas.width = image.width;
+        canvas.height = image.height;
+        const ctx = canvas.getContext('2d');
+
+        if (!ctx) return;
+
+        ctx.drawImage(image.toCanvas(), 0, 0);
+
+        const pixelData = ctx.getImageData(0, 0, image.width, image.height);
+        for (let i = 0; i < mask.data.length; ++i) {
+            pixelData.data[4 * i + 3] = mask.data[i];
+        }
+        ctx.putImageData(pixelData, 0, 0);
+
+        return canvas;
+    }
+}
diff --git a/web/src/routes/cutout/+page.svelte b/web/src/routes/cutout/+page.svelte
new file mode 100644
index 00000000..dded67bb
--- /dev/null
+++ b/web/src/routes/cutout/+page.svelte
@@ -0,0 +1,144 @@
+<script lang="ts">
+    import settings from "$lib/state/settings";
+
+    import { onMount } from "svelte";
+    import { goto } from "$app/navigation";
+
+    import { downloadFile } from "$lib/download";
+    import { removeImageBackground } from "$lib/workers/removebg";
+
+    import DropReceiver from "$components/misc/DropReceiver.svelte";
+    import FileReceiver from "$components/misc/FileReceiver.svelte";
+    import Skeleton from "$components/misc/Skeleton.svelte";
+
+    let imageContainer: HTMLElement;
+
+    let draggedOver = false;
+    let file: File | undefined;
+
+    let thinking = false;
+    let done = false;
+
+    let result: HTMLCanvasElement;
+
+    const processImage = async () => {
+        if (file) {
+            thinking = true;
+            const removedBackground = await removeImageBackground(file);
+            if (removedBackground) {
+                thinking = false;
+                done = true;
+                result = removedBackground;
+                imageContainer.append(removedBackground);
+            }
+        }
+    };
+
+    const exportImage = async () => {
+        result.toBlob(async (blob) => {
+            if (!blob || !file) return;
+            return await downloadFile({
+                file: new File([blob], `${file.name} (cutout).png`, {
+                    type: "image/png",
+                }),
+            });
+        }, "image/png");
+    };
+
+    onMount(() => {
+        if (!($settings.advanced.duck && $settings.advanced.debug)) {
+            goto("/", { replaceState: true });
+        }
+    });
+</script>
+
+<DropReceiver bind:file bind:draggedOver id="cutout-container">
+    {#if !thinking && !done}
+        <FileReceiver
+            bind:draggedOver
+            bind:file
+            acceptTypes={["image/*"]}
+            acceptExtensions={["jpg", "png", "webp"]}
+        />
+        <div class="subtext early-note">
+            this is a very early & basic proof-of-concept, nothing about this feature is final or complete. please don't share or talk about it.
+        </div>
+        {#if file}
+            <button on:click={processImage}>process imported stuff</button>
+        {/if}
+    {/if}
+
+    {#if thinking}
+        <div>thinking very hard rn...</div>
+    {/if}
+
+    {#if done}
+        <div>thought a lot, here's what i got:</div>
+    {/if}
+
+    {#if thinking || done}
+        <div id="image-preview" bind:this={imageContainer}>
+            {#if !done}
+                <Skeleton width="100%" height="100%" class="big" />
+            {/if}
+        </div>
+    {/if}
+
+    {#if done}
+        <div id="finished-actions">
+            <button
+                on:click={() => {
+                    done = false;
+                    file = undefined;
+                }}
+            >
+                start over
+            </button>
+            <button on:click={exportImage}>save the result</button>
+        </div>
+    {/if}
+</DropReceiver>
+
+<style>
+    :global(#cutout-container) {
+        display: flex;
+        justify-content: center;
+        align-items: center;
+        flex-direction: column;
+        width: 100%;
+        gap: 18px;
+    }
+
+    .early-note {
+        max-width: 400px;
+        text-align: center;
+    }
+
+    #image-preview {
+        background: var(--button);
+        display: flex;
+        flex-direction: column;
+        justify-content: center;
+        align-items: center;
+        width: 720px;
+        height: 480px;
+        overflow: hidden;
+        border-radius: var(--border-radius);
+        box-shadow: var(--button-box-shadow);
+    }
+
+    #finished-actions {
+        display: flex;
+        flex-direction: row;
+        gap: 6px;
+    }
+
+    button {
+        padding: 12px 24px;
+        border-radius: 200px;
+    }
+
+    :global(canvas) {
+        height: 100%;
+    }
+</style>