From b2930aea4249efb457e4a18965be80409eefd302 Mon Sep 17 00:00:00 2001 From: Shrivaths Shyam Date: Tue, 28 May 2024 22:48:26 -0700 Subject: [PATCH 1/8] [WIP] Add bonsai guide page --- .github/workflows/website.yml | 1 + docs/guides/bonsai.md | 30 ++++++++++++++++++++++++++++++ docs/guides/index.md | 3 +++ 3 files changed, 34 insertions(+) create mode 100644 docs/guides/bonsai.md diff --git a/.github/workflows/website.yml b/.github/workflows/website.yml index 275e27093..31c899fb8 100644 --- a/.github/workflows/website.yml +++ b/.github/workflows/website.yml @@ -9,6 +9,7 @@ on: - main - develop - liezl/add-abl-2023-workshop-link + - shrivaths/bonsai-guide paths: - "docs/**" - "README.rst" diff --git a/docs/guides/bonsai.md b/docs/guides/bonsai.md new file mode 100644 index 000000000..44ff43c1c --- /dev/null +++ b/docs/guides/bonsai.md @@ -0,0 +1,30 @@ +(bonsai)= + +# Using Bonsai with SLEAP + +**Exporting a SLEAP trained model**: + +:::{note} +Currently Bonsai only supports the top-down and top-down-id models. +::: + +In order to import the trained model into Bonsai, we need to export the model using the {code}`sleap-export` cli command to convert the trained model to a Protocol buffer(.pb) format. For example, for the top-down-id model, the command is as follows: + +``` +sleap-export -m centroid_model_folder -m top_down_id_model_folder exported_model +``` + +(for further details please refer {ref} `sleap-export` docs for more details.) + +This will generate the necessary `.pb` file and other information files for being used in Bonsai in the exported model folder. + +**Installing Bonsai and necessary packages** + +- Install bonsai by following the instructions provided in their [installation page](https://bonsai-rx.org/docs/articles/installation.html). + +- Add the necessary packages including the `Bonsai.SLEAP` and `Bonsai.SLEAP.Design` packages for SLEAP to run with Bonsai and to access the SLEAP-Bonsai modules. For more information on other dependency installations, please refer to the official [bonsai sleap documentation](https://github.com/bonsai-rx/sleap?tab=readme-ov-file#bonsai---sleap). + +**Using Bonsai SLEAP modules** + + + diff --git a/docs/guides/index.md b/docs/guides/index.md index 7eb55b2b2..465b68dd1 100644 --- a/docs/guides/index.md +++ b/docs/guides/index.md @@ -30,6 +30,8 @@ {ref}`remote-inference` when you trained models and you want to run inference on a different machine using a **command-line interface**. +{ref}`bonsai` when you want to analyze the trained SLEAP model to visualize the poses, centroids and identities for further analysis. + ```{toctree} :hidden: true :maxdepth: 2 @@ -44,4 +46,5 @@ proofreading colab custom-training remote +bonsai ``` From d5d2b09bda8df71b8691d2f3f5a3f05813d9ff22 Mon Sep 17 00:00:00 2001 From: Shrivaths Shyam Date: Tue, 28 May 2024 23:52:36 -0700 Subject: [PATCH 2/8] Add more information to the guide with images --- docs/_static/bonsai-workflow.jpg | Bin 0 -> 33481 bytes docs/guides/bonsai.md | 33 ++++++++++++++++++++++++------- 2 files changed, 26 insertions(+), 7 deletions(-) create mode 100644 docs/_static/bonsai-workflow.jpg diff --git a/docs/_static/bonsai-workflow.jpg b/docs/_static/bonsai-workflow.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0481c3dcfdc1105ea5676c4cc55f907580168188 GIT binary patch literal 33481 zcmeFY2UwHMx;7f5cah#jK#(p~YNU$@2r9j(^e!b3YEYy%0RaI8=`{rDy%%ZHLocC9 zC)5BToP7H~d$09wZ!$?{-pR~7GxN?o&;8tUGkvoRxcyX3Lk)m~ zg989#Ux1rAfHDC0)~!F@*b5K)#wWtZ$HT)XAtWRqA|oLqBPAgvC8xM^o1B7*f|T?& z-EAsr8d_RfGD>;|IvR#MG_*8-6oP|`{SO{KF+M&q4LK<}&HwA`rVT(vgky0l3>W7f z;1(4QE)~vA7l0iAz`@71_Kybt-xtm;Y#Rv(iHJ!^u^Fmw18(8q;@-l;{iD^`+yU78 z06Z%EI~)%c38;175Z-g65q%$@MZ~G}qn%c7^pH#Jt@{UJ5;}SYMken2JiHJ1#3dx9 z9!bk6tEj4}Khb#l;^ixS14AQYODk&|TRVFP4^NPnH`vEF_+v^~>ihyRjf|0dYqlFupiZxx&GR8n$IL;h0! zU+X(c2j1Q?PU;ddcJT6kG2~PmuTJ)RkBjVGMIqs5o*WAK?d!Yp?0*@K|Htq=$`1NJ znf|A{Kq2GMAY4dJ6~V8ix5cTkeuvIbk@TpMw?{)BaA2l>=G1z;06dtv0j!jKL>b%w zxaPEP0A8-wOs89(IGNY!!sv6It1}3y7+7h21IXCA0R#@;0BFs#gOHubOy}`#QA3osZrgqM~$>ubVL=Raan- z+<#lN*_pV(r+Sd)iHndiGV0OU)E z&A<&nejIb1iQ%ghheWX5K@vtt04ePQc}GFQx9z_!ZRz`d6kRa(h+FI`HIlyT-v%l( zA75Px1r4+PmLYgwY_GsEe#*?MbQEBzHF+tybY=A6P-T=A{-h+?Nh7U3Ckpu&s=8O;uR5jC*W@CL_Sl18r2eFq( z!Idj<-Cp60S7tU&6*$a2in85)FZ`bzCZK+TRhx9PVUcJU@QP^r_I2Yx&mKl?@5=3$ zTeR+(PlF@Mg(n|l5vdhO&IFmMxB(1%V%Hnn8$e{v-*v+){obBMwuxV90;hYTyW9G( z0LwLVwHts#tybek6!~#aL1)9a#YBW`i7amMK-N-c zfWqerwHWsjviLovwfiUbbgJ|1?!ocxu$MQ0kILq(o?7ZR035Cx00|I5H3j)iT6hCk z=E_8$q1U|uv}pi4;!rA}rOR8}Kol_#O0OpQs1}3WtbS(6yF!3HHvn{^f*ZYntGytM>dB)AU1Bi6eeG#a{X0yWn*UXJj=3LIh6Ksy)}b41G%xPGNbH9DQQhnY@Lee91`w1031R>H^1hQr^8dpI1&Q)P zA%8y>*zqBXZM*?IHv8A90{Gvh6_lQTS-L@+KyoP050u{<{6SHZ!4k>e>q@0!objIm z!eMIPDTz@#hhgT(;cnruhWt2}gx^ClGpH|BKhvEMb)lC8v-7P7P=9F2FCk_*tB
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zxB;(hhUr{0jBy5C{o_Z|;Y4+X%RH!B4q13ond!(M&*v2=*~N3jZ74I_d8xMMBX>WA zyv*vU06?!~0f1~93Zhstf0{o=ig#VKfT&|S_PE~h&5bjw4fRP9Ax#WXbD!C-wqosvkD2Ltr^evn4O;D>q?Ui}z!Gglw zOKu?0jVsib$)fa&7aFO$b}qF>p{&Kq7RzR~Zpf46>=*mLikppQ=mexLQhv~4sBfvi zH1hE9F5g9rYPltgy^Ff9{I$K7w5%DO?Z%cG>m3K5K0O9hv)my+cD3kmZ;TWjO@sho zNtBad=W4`ZC&ngc2~O0k+^VOOAa)p|$ISFB3TR4j1vLQ-YM Date: Sat, 1 Jun 2024 10:21:33 -0700 Subject: [PATCH 3/8] add branch for website build --- .github/workflows/website.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/.github/workflows/website.yml b/.github/workflows/website.yml index 544a462b5..385d178f9 100644 --- a/.github/workflows/website.yml +++ b/.github/workflows/website.yml @@ -9,6 +9,7 @@ on: - main - develop - fakebranch + - shrivaths/bonsai-guide paths: - "docs/**" - "README.rst" From 4f8e11107654a3394ab9c019d3e4ab096a44d9c2 Mon Sep 17 00:00:00 2001 From: Shrivaths Shyam Date: Tue, 4 Jun 2024 16:08:12 -0700 Subject: [PATCH 4/8] Typos --- docs/guides/bonsai.md | 2 +- docs/guides/index.md | 4 +++- 2 files changed, 4 insertions(+), 2 deletions(-) diff --git a/docs/guides/bonsai.md b/docs/guides/bonsai.md index 8e76726be..83d9c5670 100644 --- a/docs/guides/bonsai.md +++ b/docs/guides/bonsai.md @@ -1,6 +1,6 @@ (bonsai)= -# Using Bonsai with SLEAP' +# Using Bonsai with SLEAP Bonsai is a visual language for reactive programming and currently supports SLEAP models. diff --git a/docs/guides/index.md b/docs/guides/index.md index 465b68dd1..6d773d9de 100644 --- a/docs/guides/index.md +++ b/docs/guides/index.md @@ -30,7 +30,9 @@ {ref}`remote-inference` when you trained models and you want to run inference on a different machine using a **command-line interface**. -{ref}`bonsai` when you want to analyze the trained SLEAP model to visualize the poses, centroids and identities for further analysis. +## SLEAP with Bonsai + +{ref}`bonsai` when you want to analyze the trained SLEAP model to visualize the poses, centroids and identities for further visual analysis. ```{toctree} :hidden: true From 4b798ce40b4f55e6d06761cd8cc581fc1b75499c Mon Sep 17 00:00:00 2001 From: Shrivaths Shyam Date: Tue, 4 Jun 2024 19:08:13 -0700 Subject: [PATCH 5/8] fix links --- docs/guides/bonsai.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/guides/bonsai.md b/docs/guides/bonsai.md index 83d9c5670..057844a24 100644 --- a/docs/guides/bonsai.md +++ b/docs/guides/bonsai.md @@ -16,7 +16,7 @@ In order to import the trained model into Bonsai, we need to export the model us sleap-export -m centroid_model_folder_path -m top_down_id_model_folder_path exported_model ``` -(for further details please refer {ref} `sleap-export` docs for more details.) +(for further details please refer {ref}`sleap-export` docs for more details.) This will generate the necessary `.pb` file and other information files to be used in Bonsai in the `exported_model` folder. From 5d8de25760b5cc46cb1107d4686ccbd8cabd02d3 Mon Sep 17 00:00:00 2001 From: Shrivaths Shyam Date: Thu, 6 Jun 2024 19:14:08 -0700 Subject: [PATCH 6/8] Include suggestions --- docs/guides/bonsai.md | 36 +++++++++++++++++++++--------------- 1 file changed, 21 insertions(+), 15 deletions(-) diff --git a/docs/guides/bonsai.md b/docs/guides/bonsai.md index 057844a24..ebb98a77c 100644 --- a/docs/guides/bonsai.md +++ b/docs/guides/bonsai.md @@ -4,41 +4,47 @@ Bonsai is a visual language for reactive programming and currently supports SLEAP models. -**Exporting a SLEAP trained model:** - :::{note} Currently Bonsai supports only single instance, top-down and top-down-id SLEAP models. ::: -In order to import the trained model into Bonsai, we need to export the model using the {code}`sleap-export` cli command to convert the trained model to a Protocol buffer(.pb) format. For example, for the top-down-id model, the command is as follows: +### Exporting a SLEAP trained model: + +Before we can import a trained model into Bonsai, we need to use the {code}`sleap-export` command to convert the model to a format supported by Bonsai. For example, for the top-down-id model, the command is as follows: ``` sleap-export -m centroid_model_folder_path -m top_down_id_model_folder_path exported_model ``` -(for further details please refer {ref}`sleap-export` docs for more details.) +Please refer to the {ref}`sleap-export` docs for more details on using the command. -This will generate the necessary `.pb` file and other information files to be used in Bonsai in the `exported_model` folder. +This will generate the necessary `.pb` file and other information files required by Bonsai. In this example, these files were saved to the specified `exported_model` folder. -**Installing Bonsai and necessary packages:** +### Installing Bonsai and necessary packages: -- Install bonsai by following the instructions provided in their [installation page](https://bonsai-rx.org/docs/articles/installation.html). +1. Install Bonsai. See the [Bonsai installation instructions](https://bonsai-rx.org/docs/articles/installation.html). -- Add the necessary packages including the `Bonsai.SLEAP` and `Bonsai.SLEAP.Design` packages for SLEAP to run with Bonsai and to access the SLEAP-Bonsai modules. For more information on other dependency installations, please refer to the official [bonsai sleap documentation](https://github.com/bonsai-rx/sleap?tab=readme-ov-file#bonsai---sleap). +2. Download and add the necessary packages for Bonsai to run with SLEAP. See the official [Bonsai SLEAP documentation](https://github.com/bonsai-rx/sleap?tab=readme-ov-file#bonsai---sleap) for more information. -**Using Bonsai SLEAP modules:** +### Using Bonsai SLEAP modules: -Once you have Bonsai installed with the required packages, you should be able to open the bonsai application. +Once you have Bonsai installed with the required packages, you should be able to open the Bonsai application. - The workflow must have an source module `FileCapture` which can be found in the toolbox search in the workflow editor. Provide the path to the video that was used to train the SLEAP model in the `FileName` field of the module. -- For the top-down model, - - To predict the centroids, add the `PredictCentroid` module and provide the path to the training config JSON file for the centroid model in the `ModelFileName` field and the path to the `exported_model` folder containing the `.pb` file in the `TrainingConfig` field of the module. - - To predict the instances, add the `PredictPoses` module and provide the path to the training config JSON file for the centered instance model in the `ModelFileName` field and the path to the `exported_model` folder containing the `.pb` file in the `TrainingConfig` field of the module. +#### Top-down model: +The top-down model requires both the `PredictCentroid` and the `PredictPoses` modules. + +The `PredictCentroid` module will predict the centroids of detections. There are two fields inside the `PredictCentroid` module: the `ModelFileName` field and the `TrainingConfig` field. The `TrainingConfig` field expects the path to the training config JSON file for the centroid model. The `ModelFileName` field expects the path to the `exported_model` folder (which contains the exported `.pb` file). + +The `PredictPoses` module will predict the instances of detections. Similar to the `PredictCentroid` module, there are two fields inside the `PredictPoses` module: the `ModelFileName` field and the `TrainingConfig` field. The `TrainingConfig` field expects the path to the training config JSON file for the centered instance model. The `ModelFileName` field expects the path to the `exported_model` folder (which contains the exported `.pb` file). + +#### Top-Down-ID model: +The `PredictPoseIdentities` module will predict the instances with identities. This module has two fields: the `ModelFileName` field and the `TrainingConfig` field. The `TrainingConfig` field expects the path to the training config JSON file for the top-down-id model. The `ModelFileName` field expects the path to the `exported_model` folder (which contains the exported `.pb` file). -- For the top-down-id model, to predict the instances with identities, add `PredictPoseIdentities` module and provide the path to the training config JSON file for the top-down-id model in the `ModelFileName` field and the path to the `exported_model` folder containing the `.pb` file in the `TrainingConfig` field of the module. +#### Single instance model: +The `PredictSinglePose` module will predict the poses for single instance models. This module also has two fields: the `ModelFileName` field and the `TrainingConfig` field. The `TrainingConfig` field expects the path to the training config JSON file for the single instance model. The `ModelFileName` field expects the path to the `exported_model` folder (which contains the exported `.pb` file). -- For Single instance models, add the `PredictSinglePose` module and provide the path to the training config JSOn file for the single instance model in the `ModelFileName` field and the path to the `exported_model` folder containing the `.pb` file in the `TrainingConfig` field of the module. The workflow in Bonsai will look something like the following: From f332499a9671faeda0448b9ad61779b931e9b9c3 Mon Sep 17 00:00:00 2001 From: Shrivaths Shyam Date: Fri, 7 Jun 2024 16:31:12 -0700 Subject: [PATCH 7/8] Add more screenshots and refine the doc --- docs/_static/bonsai-connection.jpg | Bin 0 -> 113805 bytes docs/_static/bonsai-filecapture.jpg | Bin 0 -> 68990 bytes docs/_static/bonsai-predictcentroids.jpg | Bin 0 -> 76547 bytes docs/_static/bonsai-predictposeidentities.jpg | Bin 0 -> 85845 bytes docs/_static/bonsai-predictposes.jpg | Bin 0 -> 79334 bytes docs/guides/bonsai.md | 58 ++++++++++++------ 6 files changed, 40 insertions(+), 18 deletions(-) create mode 100644 docs/_static/bonsai-connection.jpg create mode 100644 docs/_static/bonsai-filecapture.jpg create mode 100644 docs/_static/bonsai-predictcentroids.jpg create mode 100644 docs/_static/bonsai-predictposeidentities.jpg create mode 100644 docs/_static/bonsai-predictposes.jpg diff --git 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