25:null 26:["$","title",null,{"children":"Final Project Documentation | KarlieDoesNotExist | Observable"}] 2b:T45a,md`
- ☑️collecting data - ☑️Pix2Pix testing
[training](https://github.com/yining1023/pix2pix_tensorflowjs)
[basic tutorial for Pix2Pix](https://github.com/affinelayer/pix2pix-tensorflow)
image pairs: the paired images should have the same ratio (256*256px), side-by-side, AtoB or BtoA - What's the content of the final calligraphy work?
=> Word map (calculate the distances between characters) | make me a hanzi
=> a function that computes the distance between two characters based on:
a. stroke number;
b. depth of the grid's recursion (?);
c. differences of the strokes' positions between the two characters - Loop: start from dad's piece => end with dad's piece ### testing Pix2Pix - tensorflow While using tensorflow 3.0, it will run into problems after training for 30+ epochs.
*Nan in summary histogram for: generator/encoder_1/conv2d/kernel/values* This happens if TF2.0 (or above) is run in compatibility mode. Setting up TF 1.14.0 will fix the problem. More info can be found [here](https://github.com/affinelayer/pix2pix-tensorflow/issues/190). `2c:T686,md` ## 294 image pairs

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29:{"id":"888249f0d5582604","slug":"final-project-documentation/2","title":"Final Project Documentation","thumbnail":"5b9228fbaf17f845b213ffafe85ba04da3c947ae95248b14793d1622d1f27a34","access_level":"public","create_time":"$D2021-11-17T15:25:18.454Z","update_time":"$D2021-12-20T04:41:44.982Z","view_time":null,"first_public_time":"$D2021-11-22T03:36:11.739Z","has_unpublished_edits":null,"fork":false,"stars":0,"starred":false,"owner":{"type":"team","id":"b34c988451399e98","login":"wenrazhao2","name":"KarlieDoesNotExist","avatar_url":"https://avatars-next.observableusercontent.com/64edd542e55cff350a7503e5050267fb1768e8cc5052184b8a8cb49162d172f3","tier":"starter_2024"},"version":140,"publish_version":140,"role":null,"authored":false,"authors":[{"type":"individual","id":"302ba7635bb9b25d","login":"wenrazhao2","name":"KarlieDoesNotExist","avatar_url":"https://avatars-next.observableusercontent.com/64edd542e55cff350a7503e5050267fb1768e8cc5052184b8a8cb49162d172f3","tier":null}],"members":[{"type":"individual","id":"302ba7635bb9b25d","login":"wenrazhao2","name":"KarlieDoesNotExist","avatar_url":"https://avatars-next.observableusercontent.com/64edd542e55cff350a7503e5050267fb1768e8cc5052184b8a8cb49162d172f3","tier":null,"role":"editor"}],"comments":[],"custom_thumbnail":false,"trashed":false,"lapsed":null,"subscribed":null,"forks":0,"collection":null,"type":"notebook","body":{"title":"Final Project Documentation","cells":[{"id":0,"value":"# Final Project Documentation","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":6,"value":"$2b","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":66,"value":"md`\n## 80 image pairs were labeled and used in training

\n

\n

\n`","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":32,"value":"$2c","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":120,"value":"md`\n

\n## 430 image pairs used for training => generating non-existent Characters\n

\n

\n\n

\n`","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":99,"value":"md`\n
\n### To do - last update on Dec. 20th\n-> Alternaive: try [Zi2Zi](https://kaonashi-tyc.github.io/2017/04/06/zi2zi.html) ([Github page](https://github.com/kaonashi-tyc/zi2zi))?
\n-> Live demo of the transfer (current technical problem: unable to export the model)
\n-> More details about the word map
\n-> This work can be an NFT (?)\n\n\n
`","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"}],"files":"$W2d","stdlib":"1","titling":"auto"}} 2a:"$29:body"