### Setup TorchServe Locally on macOS

Source: https://github.com/facebookresearch/animateddrawings/blob/main/README.md

Installs and starts TorchServe locally on macOS without Docker. This script is a convenient alternative for local experimentation. Ensure you are in the 'torchserve' directory before running.

```bash
cd torchserve
./setup_macos.sh
torchserve --start --ts-config config.local.properties --foreground
```

--------------------------------

### Component Mounting and Initial State Setup

Source: https://github.com/facebookresearch/animateddrawings/blob/main/examples/fixer_app/dist/index.html

Sets up the initial props, state, context, and calls lifecycle methods like getDerivedStateFromProps and componentDidMount during the mounting phase.

```javascript
function lo(e, n, t) {
  var l = e.stateNode;
  l.props = t,
  l.state = e.memoizedState,
  l.refs = Ja,
  Ha(e);
  var a = n.contextType;
  "object" == typeof a && null !== a ? l.context = Ua(a) : (a = Wl(n) ? Al : Bl.current, l.context = Hl(e, a)),
  l.state = e.memoizedState,
  "function" == typeof (a = n.getDerivedStateFromProps) && (Za(e, n, a, t), l.state = e.memoizedState),
  "function" == typeof n.getDerivedStateFromProps || "function" == typeof l.getSnapshotBeforeUpdate || "function" != typeof l.UNSAFE_componentWillMount && "function" != typeof l.componentWillMount || (n = l.state, "function" == typeof l.componentWillMount && l.componentWillMount(), "function" == typeof l.UNSAFE_componentWillMount && l.UNSAFE_componentWillMount(), n !== l.state && eo.enqueueReplaceState(l, l.state, null), Xa(e, t, l, r), l.state = e.memoizedState),
  "function" == typeof l.componentDidMount && (e.flags |= 4194308);
}
```

--------------------------------

### Start Rendering with Custom Skeleton Configuration

Source: https://context7.com/facebookresearch/animateddrawings/llms.txt

Initiates the rendering process using a specified configuration file for custom skeletons like Rokoko/Mixamo BVH.

```python
render.start('./examples/config/mvc/rokoko_motion_example.yaml')
```

--------------------------------

### Render Quadruped Animation

Source: https://github.com/facebookresearch/animateddrawings/blob/main/examples/quadruped/README.md

Execute the animation rendering process using the specified configuration file. This command starts the video generation.

```python
from animated_drawings import render
render.start('./examples/config/mvc/four_legs.yaml')
```

--------------------------------

### MVC Configuration File Example

Source: https://context7.com/facebookresearch/animateddrawings/llms.txt

The root configuration file passed to `render.start()`. It composes character, motion, and retarget configurations, and overrides defaults from `animated_drawings/mvc_base_cfg.yaml`. Only fields that differ from defaults need to be specified.

```yaml
# my_animation.yaml
scene:
  ADD_FLOOR: False                  # render a floor plane
  ADD_AD_RETARGET_BVH: False        # visualize the driving BVH skeleton
  ANIMATED_CHARACTERS:
    - character_cfg: examples/characters/char1/char_cfg.yaml
      motion_cfg:    examples/config/motion/dab.yaml
      retarget_cfg:  examples/config/retarget/fair1_ppf.yaml

view:
  CLEAR_COLOR: [1.0, 1.0, 1.0, 0.0]   # RGBA background (transparent white)
  BACKGROUND_IMAGE: null               # optional path to a background image
  WINDOW_DIMENSIONS: [500, 500]        # width × height in pixels
  DRAW_AD_RIG: False                   # show skeleton rig overlay
  DRAW_AD_TXTR: True                   # show character texture
  DRAW_AD_COLOR: False                 # show per-bone color instead of texture
  DRAW_AD_MESH_LINES: False            # show mesh wireframe
  USE_MESA: False                      # True for headless/server rendering
  CAMERA_POS: [0.0, 0.7, 2.0]         # x y z camera position
  CAMERA_FWD: [0.0, 0.5, 2.0]         # camera forward vector

controller:
  MODE: video_render                   # 'interactive' or 'video_render'
  OUTPUT_VIDEO_PATH: ./video.mp4       # .mp4 or .gif
  OUTPUT_VIDEO_CODEC: avc1             # required for .mp4 output
  KEYBOARD_TIMESTEP: 0.0333            # arrow-key scrub step (interactive mode only)
```

--------------------------------

### Render Scene from YAML Configuration

Source: https://context7.com/facebookresearch/animateddrawings/llms.txt

Start the rendering process for a scene defined in a YAML configuration file. This is used for scenes with multiple characters or custom view settings.

```python
from animated_drawings import render
render.start('./multi_char_background.yaml')
# Produces: multi_char.gif with two characters dancing over the background
```

--------------------------------

### React Context Provider and Consumer Setup

Source: https://github.com/facebookresearch/animateddrawings/blob/main/examples/fixer_app/dist/index.html

Defines a React context object, including its Provider and Consumer components. Used for sharing values between components without prop drilling.

```javascript
function d(e){return(e={$$typeof:H,_currentValue:e,_currentValue2:e,_threadCount:0,Provider:null,Consumer:null,_defaultValue:null,_globalName:null}).Provider={$$typeof:A,_context:e},e.Consumer=e}
```

--------------------------------

### Install Animated Drawings with Conda

Source: https://github.com/facebookresearch/animateddrawings/blob/main/README.md

Installs the project within a Python virtual environment using Conda. Ensure you have Miniconda installed and follow the steps to create and activate the environment before installing the package.

```bash
conda create --name animated_drawings python=3.8.13
conda activate animated_drawings

git clone https://github.com/facebookresearch/AnimatedDrawings.git
cd AnimatedDrawings
pip install -e .
```

--------------------------------

### render.start() — Launch an animation from a config file

Source: https://context7.com/facebookresearch/animateddrawings/llms.txt

The sole public Python API function. It accepts the path to an MVC YAML config file, constructs the full scene (characters, motions, view), and starts the render loop. Depending on the controller mode in the config, the result is either an interactive OpenGL window or a video file written to disk.

```APIDOC
## render.start()

### Description
Launches an animation from a specified configuration file. This is the primary entry point for users of the library.

### Method
Python function call

### Parameters
- **config_file_path** (string) - Required - Path to the MVC YAML configuration file.

### Request Example
```python
from animated_drawings import render

# Interactive window
render.start('./examples/config/mvc/interactive_window_example.yaml')

# Export MP4
render.start('./examples/config/mvc/export_mp4_example.yaml')

# Export transparent GIF
render.start('./examples/config/mvc/export_gif_example.yaml')

# Headless rendering
render.start('./my_configs/headless_render.yaml')
```

### Response
No explicit return value documented. The function initiates a rendering process which may output to a window or a file.
```

--------------------------------

### Start Interactive Animation Window

Source: https://github.com/facebookresearch/animateddrawings/blob/main/README.md

Launches an interactive window to view the animation. This requires a Python interpreter and the 'animated_drawings' environment to be active. The animation is controlled by a specified YAML configuration file.

```python
from animated_drawings import render
render.start('./examples/config/mvc/interactive_window_example.yaml')
```

--------------------------------

### Multi-Character Scene Configuration

Source: https://context7.com/facebookresearch/animateddrawings/llms.txt

Configure a scene with multiple characters and a background image using a YAML file. This setup defines character configurations, motion, retargeting, background image, and rendering parameters.

```yaml
# multi_char_background.yaml
scene:
  ANIMATED_CHARACTERS:
    - character_cfg: examples/characters/char1/char_cfg.yaml
      motion_cfg:    examples/config/motion/dab.yaml
      retarget_cfg:  examples/config/retarget/fair1_ppf_duo1.yaml
    - character_cfg: examples/characters/char2/char_cfg.yaml
      motion_cfg:    examples/config/motion/dab.yaml
      retarget_cfg:  examples/config/retarget/fair1_ppf_duo2.yaml

view:
  BACKGROUND_IMAGE: examples/characters/char4/background.png
  WINDOW_DIMENSIONS: [300, 400]
  CAMERA_POS: [0.1, 1.3, 2.7]

controller:
  MODE: video_render
  OUTPUT_VIDEO_PATH: ./multi_char.gif
```

--------------------------------

### Launch Animation with render.start()

Source: https://context7.com/facebookresearch/animateddrawings/llms.txt

The sole public Python API function to launch an animation. It accepts the path to an MVC YAML config file and starts the render loop, producing either an interactive window or a video file.

```python
from animated_drawings import render

# Interactive window — use spacebar to pause, arrow keys to scrub, q to quit
render.start('./examples/config/mvc/interactive_window_example.yaml')

# Export MP4
render.start('./examples/config/mvc/export_mp4_example.yaml')

# Export transparent GIF
render.start('./examples/config/mvc/export_gif_example.yaml')

# Headless rendering on a remote server (no display required)
# Requires USE_MESA: True in the view section of the config
render.start('./my_configs/headless_render.yaml')
```

--------------------------------

### Generate Animation from Image Locally

Source: https://github.com/facebookresearch/animateddrawings/blob/main/README.md

Generates an animation from an input image using a locally running TorchServe instance. This command is the same whether using Docker or the local macOS setup.

```bash
python image_to_animation.py drawings/garlic.png garlic_out
```

--------------------------------

### Build Fixer App React Application

Source: https://github.com/facebookresearch/animateddrawings/blob/main/examples/fixer_app/README.md

Run these commands in the fixer_app directory to install dependencies and build the React app. This process uses Parcel to inline JS and CSS, and shx sed for post-build modifications.

```bash
cd fixer_app
npm install
npm run build
```

--------------------------------

### Launch Annotation Fixing Interface

Source: https://github.com/facebookresearch/animateddrawings/blob/main/README.md

Starts a web interface for visualizing and correcting model-predicted annotations (mask and joints) for a character. Navigate to http://127.0.0.1:5050 in your browser to use the tool. Requires the output directory from a previous analysis step.

```bash
python fix_annotations.py garlic_out/
```

--------------------------------

### Custom Hook for State and Effect Management

Source: https://github.com/facebookresearch/animateddrawings/blob/main/examples/fixer_app/dist/index.html

An example of a custom hook that likely combines useState, useEffect, or other hooks to encapsulate reusable logic.

```javascript
function Wo(e,n){var t=No,r=$o(),l=n(),a=!kr(r.memoizedState,l);if(a&&(r.memoizedState=l,Ru=!0),r=r.queue,ru(Ko.bind(null,t,r,e),[
 e
 ]),r.getSnapshot!==n||a||null!==To&&1&To.memoizedState.tag){if(t.flags|=2048,Jo(9,qo.bind(null,t,r,l,n),void 0,null),null===Ai)throw Error(y(349));0!=(30&Po)||Qo(t,n,l)}return l}
```

--------------------------------

### Use BVH Files with Different Skeletons

Source: https://github.com/facebookresearch/animateddrawings/blob/main/README.md

Use any BVH format motion clip. If the BVH's skeleton differs from the project's examples, create a new motion config file and retarget config file. Run from a Python interpreter within the AnimatedDrawings root directory.

```python
from animated_drawings import render
render.start('./examples/config/mvc/different_bvh_skeleton_example.yaml')
```

--------------------------------

### Component Instantiation and Initialization

Source: https://github.com/facebookresearch/animateddrawings/blob/main/examples/fixer_app/dist/index.html

Initializes a React component instance, setting up its state, context, and updater.

```javascript
function to(e, n, t) {
  var r = !1,
    l = $l,
    a = n.contextType;
  return "object" == typeof a && null !== a ? a = Ua(a) : (l = Wl(n) ? Al : Bl.current, a = (r = null != (r = n.contextTypes)) ? Hl(e, l) : $l),
  n = new n(t, a),
  e.memoizedState = null !== n.state && void 0 !== n.state ? n.state : null,
  n.updater = eo,
  e.stateNode = n,
  n._reactInternals = e,
  r && ((e = e.stateNode)._reactInternalMemoizedUnmaskedChildContext = l, e._reactInternalMemoizedMaskedChildContext = a),
  n.state = e.memoizedState;
}
```

--------------------------------

### Configure Mock Data for Application

Source: https://github.com/facebookresearch/animateddrawings/blob/main/examples/fixer_app/index.html

Sets up mock data for the application's configuration and image assets. This is useful for testing or development environments where real data is not available.

```javascript
window.cfg = window.CFGMOCK;
// {{ cfg|tojson }};
window.image = window.IMGMOCK;
// {{ image|tojson }};
```

--------------------------------

### Basic Component State Initialization

Source: https://github.com/facebookresearch/animateddrawings/blob/main/examples/fixer_app/dist/index.html

Initializes the state for a component, setting up the initial memoized state and queue for state updates.

```javascript
function Bo(e,n){return"function"==typeof n?n(e):n}
```

```javascript
function Ho(){}
```

--------------------------------

### Configure Character and Motion for Animation

Source: https://github.com/facebookresearch/animateddrawings/blob/main/examples/quadruped/README.md

Edit the `four_example.yaml` file to set the `character_cfg` to your new animal configuration file. This YAML snippet shows the structure for defining animated characters, their motion, and retargeting configurations.

```yaml
scene:
  ANIMATED_CHARACTERS:
    - character_cfg: path/to/your/new/animal/config
      motion_cfg: examples/config/motion/zombie.yaml
      retarget_cfg: examples/config/retarget/four_legs.yaml
controller:
  MODE: video_render
  OUTPUT_VIDEO_PATH: ./video.gif
```

--------------------------------

### Convert Human to Animal Configuration

Source: https://github.com/facebookresearch/animateddrawings/blob/main/examples/quadruped/README.md

Run this script on the generated `char_cfg.yaml` file to prepare it for animal animation. Ensure the script is in the same directory or its path is specified.

```python
python human_to_animal path/to/your/yaml
```

--------------------------------

### Build and Run TorchServe Docker Container

Source: https://github.com/facebookresearch/animateddrawings/blob/main/README.md

Builds the Docker image for TorchServe and then runs it as a detached container, exposing necessary ports. Ensure Docker Desktop is running and has sufficient RAM allocated.

```bash
cd torchserve
docker build -t docker_torchserve .
docker run -d --name docker_torchserve -p 8080:8080 -p 8081:8081 docker_torchserve
```

--------------------------------

### Main Application Rendering

Source: https://github.com/facebookresearch/animateddrawings/blob/main/examples/fixer_app/dist/index.html

Renders the main application UI, including an image, interactive skeleton points and lines, and a form for submitting annotations. This is the entry point for the React application.

```javascript
o(document.getElementById("app")).render((0,u.jsx)((function(){const e=window.cfg,t=window.image.data,r=e.height,l=e.width,a=e.skeleton,[o,i]=n(s).useState((()=>JSON.parse(JSON.stringify(a)))),[d,p]=n(s).useState(null),[m,h]=n(s).useState(!1);return(0,u.jsxs)(u.Fragment,{children:[(0,u.jsxs)("div",{style:{position:"relative",height:r},children:[(0,u.jsx)("div",{style:{position:"absolute"},children:(0,u.jsx)("img",{src:"data:image/png;base64,"+t,style:{height:r,width:l}})}),(0,u.jsxs)("div",{style:{position:"absolute"},children:[(0,u.jsxs)("svg",{style:{width:l,height:r},viewBox:
`0 0 ${l} ${r}`,
xmlns:"http://www.w3.org/2000/svg",children:[
o.map((e=>{if(!e.parent)return;let n=o.find((n=>n.name===e.name));return(0,u.jsx)(f,{x1:e.loc[0],y1:e.loc[1],x2:n.loc[0],y2:n.loc[1],isActive:m&&[e.name,e.parent].indexOf(d)>=0},`${e.name}-${e.parent}`)}))),o.map((e=>(0,u.jsx)(c,{cx:e.loc[0],cy:e.loc[1],xBounds:[0,l],yBounds:[0,r],onPositionUpdate:n=>{const t=[n.x,n.y],r=o.map((n=>n.name!==e.name?n:{...n,loc:t}));i(r),h(n.active)},onHover:n=>{p(n?e.name:null)},strokeWidth:"2",stroke:"white",r:"4"},e.name)))])}),d?(0,u.jsx)("div",{className:"tooltip",children:d?.replace("l_","left ")?.replace("r_","right ")}):null]})]}),(0,u.jsxs)("form",{method:"POST",action:"/annotations/submit",children:[(0,u.jsx)("input",{hidden:!0,type:"text",value:JSON.stringify({...e,skeleton:o}),id:"data",name:"data"}),(0,u.jsx)("button",{type:"submit",children:"Submit"})]})]}),{}));
```

--------------------------------

### Docker TorchServe for Auto-Annotation

Source: https://context7.com/facebookresearch/animateddrawings/llms.txt

This workflow demonstrates how to use a TorchServe Docker container for auto-annotating a drawing. It includes building and running the container, verifying its health, and performing an end-to-end animation process.

```bash
# 1. Build and start the TorchServe Docker container
cd torchserve
docker build -t docker_torchserve .
docker run -d --name docker_torchserve -p 8080:8080 -p 8081:8081 docker_torchserve

# 2. Verify the server is healthy
curl http://localhost:8080/ping
# Expected response:
# { "status": "Healthy" }

# 3. Animate a drawing end-to-end (image → annotation → video)
cd ../examples
python image_to_animation.py drawings/garlic.png garlic_out
# Produces: garlic_out/video.gif
#           garlic_out/mask.png
#           garlic_out/texture.png
#           garlic_out/char_cfg.yaml

# 4. (Optional) Correct bad joint predictions via browser UI
python fix_annotations.py garlic_out/
# Navigate to http://127.0.0.1:5050, drag joints, click Submit

# 5. Re-render after fixing annotations
python annotations_to_animation.py garlic_out
# Output: garlic_out/video.gif
```

--------------------------------

### MVC Configuration File Structure

Source: https://context7.com/facebookresearch/animateddrawings/llms.txt

The MVC config is the root configuration file passed to `render.start()`. It composes character, motion, and retargeting configurations into a full scene. Only fields that differ from defaults need to be specified.

```APIDOC
## MVC Configuration File

### Description
Top-level scene composition file that defines characters, motions, and view settings for the animation.

### Structure
```yaml
# my_animation.yaml
scene:
  ADD_FLOOR: False
  ADD_AD_RETARGET_BVH: False
  ANIMATED_CHARACTERS:
    - character_cfg: <path_to_character_config>
      motion_cfg:    <path_to_motion_config>
      retarget_cfg:  <path_to_retarget_config>

view:
  CLEAR_COLOR: [1.0, 1.0, 1.0, 0.0]
  BACKGROUND_IMAGE: null
  WINDOW_DIMENSIONS: [500, 500]
  DRAW_AD_RIG: False
  DRAW_AD_TXTR: True
  DRAW_AD_COLOR: False
  DRAW_AD_MESH_LINES: False
  USE_MESA: False
  CAMERA_POS: [0.0, 0.7, 2.0]
  CAMERA_FWD: [0.0, 0.5, 2.0]

controller:
  MODE: video_render
  OUTPUT_VIDEO_PATH: ./video.mp4
  OUTPUT_VIDEO_CODEC: avc1
  KEYBOARD_TIMESTEP: 0.0333
```

### Parameters
#### Scene Parameters
- **ADD_FLOOR** (boolean) - Optional - Whether to render a floor plane.
- **ADD_AD_RETARGET_BVH** (boolean) - Optional - Whether to visualize the driving BVH skeleton.
- **ANIMATED_CHARACTERS** (list of objects) - Required - Defines the characters in the scene, each with its own configuration for character, motion, and retargeting.
  - **character_cfg** (string) - Required - Path to the character configuration file.
  - **motion_cfg** (string) - Required - Path to the motion configuration file.
  - **retarget_cfg** (string) - Required - Path to the retargeting configuration file.

#### View Parameters
- **CLEAR_COLOR** (list of floats) - Optional - RGBA background color.
- **BACKGROUND_IMAGE** (string or null) - Optional - Path to a background image.
- **WINDOW_DIMENSIONS** (list of integers) - Optional - Width and height of the window in pixels.
- **DRAW_AD_RIG** (boolean) - Optional - Whether to show the skeleton rig overlay.
- **DRAW_AD_TXTR** (boolean) - Optional - Whether to show the character texture.
- **DRAW_AD_COLOR** (boolean) - Optional - Whether to show per-bone color instead of texture.
- **DRAW_AD_MESH_LINES** (boolean) - Optional - Whether to show mesh wireframe.
- **USE_MESA** (boolean) - Optional - Set to True for headless/server rendering.
- **CAMERA_POS** (list of floats) - Optional - x, y, z camera position.
- **CAMERA_FWD** (list of floats) - Optional - Camera forward vector.

#### Controller Parameters
- **MODE** (string) - Optional - Rendering mode: 'interactive' or 'video_render'.
- **OUTPUT_VIDEO_PATH** (string) - Optional - Path for the output video file (.mp4 or .gif).
- **OUTPUT_VIDEO_CODEC** (string) - Optional - Video codec, required for .mp4 output.
- **KEYBOARD_TIMESTEP** (float) - Optional - Step for scrubbing with arrow keys in interactive mode.
```

--------------------------------

### Download Amateur Drawings Dataset Annotations

Source: https://github.com/facebookresearch/animateddrawings/blob/main/README.md

Use wget to download the annotation file for the Amateur Drawings Dataset. This file is approximately 275MB.

```bash
# download annotations (~275Mb)
wget https://dl.fbaipublicfiles.com/amateur_drawings/amateur_drawings_annotations.json
```

--------------------------------

### Download Amateur Drawings Dataset Images

Source: https://github.com/facebookresearch/animateddrawings/blob/main/README.md

Use wget to download the image archive for the Amateur Drawings Dataset. This archive is approximately 50GB.

```bash
# download images (~50Gb)
wget https://dl.fbaipublicfiles.com/amateur_drawings/amateur_drawings.tar
```

--------------------------------

### Generate Annotation from Image

Source: https://github.com/facebookresearch/animateddrawings/blob/main/examples/quadruped/README.md

Use this command to generate an annotation file from your drawing. Specify the input file path.

```bash
python image_to_animation.py path/to/your/file
```

--------------------------------

### React Element Creation Utilities

Source: https://github.com/facebookresearch/animateddrawings/blob/main/examples/fixer_app/dist/index.html

Provides utility functions for creating and manipulating React elements, including handling different element types and reconciliation.

```javascript
function l(e, n) {
  return (e = qs(e, n)).index = 0,
  e.sibling = null,
  e;
}
```

```javascript
function a(n, t, r) {
  return n.index = r,
  e && null !== (r = n.alternate) ? (r = r.index) < t ? (n.flags |= 2, t) : r : (n.flags |= 1048576, t);
}
```

```javascript
function o(n) {
  return e && null === n.alternate && (n.flags |= 2),
  n;
}
```

```javascript
function u(e, n, t, r) {
  return null === n || 6 !== n.tag ? ((n = Gs(t, e.mode, r)).return = e, n) : ((n = l(n, t)).return = e, n);
}
```

```javascript
function i(e, n, t, r) {
  var a = t.type;
  return a === D ? c(e, n, t.props.children, r, t.key) : null !== n && (n.elementType === a || "object" == typeof a && null !== a && a.$$typeof === W && uo(a) === n.type) ? ((r = l(n, t.props)).ref = ao(e, n, t), r.return = e, r) : ((r = Ks(t.type, t.key, t.props, null, e.mode, r)).ref = ao(e, n, t), r.return = e, r);
}
```

```javascript
function s(e, n, t, r) {
  return null === n || 4 !== n.tag || n.stateNode.containerInfo !== t.containerInfo || n.stateNode.implementation !== t.implementation ? ((n = Js(t, e.mode, r)).return = e, n) : ((n = l(n, t.children || [])).return = e, n);
}
```

```javascript
function c(e, n, t, r, a) {
  return null === n || 7 !== n.tag ? ((n = Ys(t, e.mode, r, a)).return = e, n) : ((n = l(n, t)).return = e, n);
}
```

```javascript
function f(e, n, t) {
  if ("string" == typeof n && "" !== n || "number" == typeof n) return (n = Gs("" + n, e.mode, t)).return = e, n;
  if ("object" == typeof n && null !== n) {
    switch (n.$$typeof) {
      case O:
        return (t = Ks(n.type, n.key, n.props, null, e.mode, t)).ref = ao(e, null, n), t.return = e, t;
      case F:
        return (n = Js(n, e.mode, t)).return = e, n;
      case W:
        return f(e, (0, n._init)(n._payload), t);
    }
    if (me(n) || K(n)) return (n = Ys(n, e.mode, t, null)).return = e, n;
    oo(e, n);
  }
  return null;
}
```

```javascript
function d(e, n, t, r) {
  var l = null !== n ? n.key : null;
  if ("string" == typeof t && "" !== t || "number" == typeof t) return null !== l ? null : u(e, n, "" + t, r);
  if ("object" == typeof t && null !== t) {
    swi
  }
}
```

--------------------------------

### Handling Component Lifecycle Methods (Pre-Mount)

Source: https://github.com/facebookresearch/animateddrawings/blob/main/examples/fixer_app/dist/index.html

Calls legacy lifecycle methods like componentWillReceiveProps before the initial render. This is part of the older React lifecycle.

```javascript
function ro(e, n, t, r) {
  e = n.state;
  "function" == typeof n.componentWillReceiveProps && n.componentWillReceiveProps(t, r),
  "function" == typeof n.UNSAFE_componentWillReceiveProps && n.UNSAFE_componentWillReceiveProps(t, r),
  n.state !== e && eo.enqueueReplaceState(n, n.state, null);
}
```

--------------------------------

### Generate Animation from Image using Docker

Source: https://github.com/facebookresearch/animateddrawings/blob/main/README.md

Converts an input image into an animated GIF using the TorchServe Docker container. The script analyzes the image, detects and rigs the character, and applies motion data. The output animation is saved as 'video.gif' in the specified output directory.

```bash
cd ../examples
python image_to_animation.py drawings/garlic.png garlic_out
```

--------------------------------

### Fix Annotations Mock Configuration

Source: https://github.com/facebookresearch/animateddrawings/blob/main/examples/fixer_app/index.html

This snippet shows a mock configuration for fixing annotations, including window dimensions and skeleton data. It's used for setting up the annotation process.

```javascript
@import "./styles.css"; // MOCK: // window.cfg = {"height": 392, "skeleton": [{"loc": [166, 248], "name": "root", "parent": null}, {"loc": [166, 248], "name": "hip", "parent": "root"}, {"loc": [166, 133], "name": "torso", "parent": "hip"}, {"loc": [169, 51], "name": "neck", "parent": "torso"}, {"loc": [134, 133], "name": "right_shoulder", "parent": "torso"}, {"loc": [82, 142], "name": "right_elbow", "parent": "right_shoulder"}, {"loc": [21, 150], "name": "right_hand", "parent": "right_elbow"}, {"loc": [199, 133], "name": "left_shoulder", "parent": "torso"}, {"loc": [255, 137], "name": "left_elbow", "parent": "left_shoulder"}, {"loc": [316, 146], "name": "left_hand", "parent": "left_elbow"}, {"loc": [143, 250], "name": "right_hip", "parent": "root"}, {"loc": [147, 320], "name": "right_knee", "parent": "right_hip"}, {"loc": [147, 380], "name": "right_foot", "parent": "right_knee"}, {"loc": [190, 246], "name": "left_hip", "parent": "root"}, {"loc": [195, 320], "name": "left_knee", "parent": "left_hip"}, {"loc": [199, 380], "name": "left_foot", "parent": "left_knee"}], "width": 333}; // window.image = {"data": "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
```

--------------------------------

### useEffect Hook with Dependencies

Source: https://github.com/facebookresearch/animateddrawings/blob/main/examples/fixer_app/dist/index.html

Demonstrates the useEffect hook for handling side effects. It allows specifying dependencies to control when the effect should re-run.

```javascript
function eu(e,n,t,r){var l=jo();No.flags|=e,l.memoizedState=Jo(1|n,t,void 0,void 0===r?null:r)}
```

```javascript
function nu(e,n,t,r){var l=$o();r=void 0===r?null:r;var a=void 0;if(null!==zo){var o=zo.memoizedState;if(a=o.destroy,null!==r&&Do(r,o.deps))return void(l.memoizedState=Jo(n,t,a,r))}No.flags|=e,l.memoizedState=Jo(1|n,t,a,r)}
```

```javascript
function ru(e,n){return nu(2048,8,e,n)}
```

```javascript
function lu(e,n){return nu(4,2,e,n)}
```

```javascript
function au(e,n){return nu(4,4,e,n)}
```

--------------------------------

### Render Animation from Fixed Annotations

Source: https://github.com/facebookresearch/animateddrawings/blob/main/README.md

Creates an animation using corrected annotation files. This command should be run after modifying annotations using the `fix_annotations.py` script. Specify the directory containing the updated annotation files.

```bash
python annotations_to_animation.py garlic_out
```