refactor: update module instantiation

Author: jakmro

docs/docs/02-hooks/01-natural-language-processing/useSpeechToText.md

@@ -10,14 +10,16 @@ TypeScript API implementation of the [useTextEmbeddings](../../02-hooks/01-natur
 import {
   TextEmbeddingsModule,
   ALL_MINILM_L6_V2,
-  All_MINILM_L6_V2_TOKENIZER,
 } from 'react-native-executorch';
 
+// Creating an instance
+const textEmbeddingsModule = new TextEmbeddingsModule();
+
 // Loading the model
-await TextEmbeddingsModule.load(ALL_MINILM_L6_V2);
+await textEmbeddingsModule.load(ALL_MINILM_L6_V2);
 
 // Running the model
-const embedding = await TextEmbeddingsModule.forward('Hello World!');
+const embedding = await textEmbeddingsModule.forward('Hello World!');
 ```
 
 ### Methods

docs/docs/03-typescript-api/01-natural-language-processing/SpeechToTextModule.md

@@ -9,30 +9,33 @@ TypeScript API implementation of the [useTokenizer](../../02-hooks/01-natural-la
 ```typescript
 import { TokenizerModule, ALL_MINILM_L6_V2 } from 'react-native-executorch';
 
+// Creating an instance
+const tokenizerModule = new TokenizerModule();
+
 // Load the tokenizer
-await TokenizerModule.load(ALL_MINILM_L6_V2);
+await tokenizerModule.load(ALL_MINILM_L6_V2);
 console.log('Tokenizer loaded');
 
 // Get tokenizers vocabulary size
-const vocabSize = await TokenizerModule.getVocabSize();
+const vocabSize = await tokenizerModule.getVocabSize();
 console.log('Vocabulary size:', vocabSize);
 
 const text = 'Hello, world!';
 
 // Tokenize the text
-const tokens = await TokenizerModule.encode(text);
+const tokens = await tokenizerModule.encode(text);
 console.log('Token IDs:', tokens);
 
 // Decode the tokens back to text
-const decoded = await TokenizerModule.decode(tokens);
+const decoded = await tokenizerModule.decode(tokens);
 console.log('Decoded text:', decoded);
 
 // Get the token ID for a specific token
-const tokenId = await TokenizerModule.tokenToId('hello');
+const tokenId = await tokenizerModule.tokenToId('hello');
 console.log('Token ID for "Hello":', tokenId);
 
 // Get the token for a specific ID
-const token = await TokenizerModule.idToToken(tokenId);
+const token = await tokenizerModule.idToToken(tokenId);
 console.log('Token for ID:', token);
 ```
 

docs/docs/03-typescript-api/01-natural-language-processing/TextEmbeddingsModule.md

@@ -14,13 +14,14 @@ import {
 
 const imageUri = 'path/to/image.png';
 
-const module = new ClassificationModule();
+// Creating an instance
+const classificationModule = new ClassificationModule();
 
 // Loading the model
-await module.load(EFFICIENTNET_V2_S);
+await classificationModule.load(EFFICIENTNET_V2_S);
 
 // Running the model
-const classesWithProbabilities = await module.forward(imageUri);
+const classesWithProbabilities = await classificationModule.forward(imageUri);
 ```
 
 ### Methods

docs/docs/03-typescript-api/01-natural-language-processing/TokenizerModule.md

@@ -9,14 +9,17 @@ TypeScript API implementation of the [useImageEmbeddings](../../02-hooks/02-comp
 ```typescript
 import {
   ImageEmbeddingsModule,
-  CLIP_VIT_BASE_PATCH_32_IMAGE_ENCODER,
+  CLIP_VIT_BASE_PATCH32_IMAGE,
 } from 'react-native-executorch';
 
+// Creating an instance
+const imageEmbeddingsModule = new ImageEmbeddingsModule();
+
 // Loading the model
-await ImageEmbeddingsModule.load(CLIP_VIT_BASE_PATCH_32_IMAGE_ENCODER);
+await imageEmbeddingsModule.load(CLIP_VIT_BASE_PATCH32_IMAGE);
 
 // Running the model
-const embedding = await ImageEmbeddingsModule.forward(
+const embedding = await imageEmbeddingsModule.forward(
   'https://url-to-image.jpg'
 );
 ```

docs/docs/03-typescript-api/02-computer-vision/ClassificationModule.md

@@ -14,13 +14,14 @@ import {
 
 const imageUri = 'path/to/image.png';
 
-const module = new ImageSegmentationModule();
+// Creating an instance
+const imageSegmentationModule = new ImageSegmentationModule();
 
 // Loading the model
-await module.load(DEEPLAB_V3_RESNET50);
+await imageSegmentationModule.load(DEEPLAB_V3_RESNET50);
 
 // Running the model
-const outputDict = await module.forward(imageUri);
+const outputDict = await imageSegmentationModule.forward(imageUri);
 ```
 
 ### Methods

docs/docs/03-typescript-api/02-computer-vision/ImageEmbeddingsModule.md

@@ -10,11 +10,14 @@ TypeScript API implementation of the [useOCR](../../02-hooks/02-computer-vision/
 import { OCRModule, OCR_ENGLISH } from 'react-native-executorch';
 const imageUri = 'path/to/image.png';
 
+// Creating an instance
+const ocrModule = new OCRModule();
+
 // Loading the model
-await OCRModule.load(OCR_ENGLISH);
+await ocrModule.load(OCR_ENGLISH);
 
 // Running the model
-const ocrDetections = await OCRModule.forward(imageUri);
+const detections = await ocrModule.forward(imageUri);
 ```
 
 ### Methods

docs/docs/03-typescript-api/02-computer-vision/ImageSegmentationModule.md

@@ -14,13 +14,14 @@ import {
 
 const imageUri = 'path/to/image.png';
 
-const module = new ObjectDetectionModule();
+// Creating an instance
+const objectDetectionModule = new ObjectDetectionModule();
 
 // Loading the model
-await module.load(SSDLITE_320_MOBILENET_V3_LARGE);
+await objectDetectionModule.load(SSDLITE_320_MOBILENET_V3_LARGE);
 
 // Running the model
-const detections = await module.forward(imageUri);
+const detections = await objectDetectionModule.forward(imageUri);
 ```
 
 ### Methods

docs/docs/03-typescript-api/02-computer-vision/OCRModule.md

@@ -14,13 +14,14 @@ import {
 
 const imageUri = 'path/to/image.png';
 
-const module = new StyleTransferModule();
+// Creating an instance
+const styleTransferModule = new StyleTransferModule();
 
 // Loading the model
-await module.load(STYLE_TRANSFER_CANDY);
+await styleTransferModule.load(STYLE_TRANSFER_CANDY);
 
 // Running the model
-const generatedImageUrl = await module.forward(imageUri);
+const generatedImageUrl = await styleTransferModule.forward(imageUri);
 ```
 
 ### Methods