software-mansion · mlodyjesienin · Aug 15, 2025 · Jun 12, 2025 · Jun 12, 2025 · Jul 15, 2025
diff --git a/apps/computer-vision/app/object_detection/index.tsx b/apps/computer-vision/app/object_detection/index.tsx
@@ -43,7 +43,6 @@ export default function ObjectDetectionScreen() {
     if (imageUri) {
       try {
         const output = await ssdLite.forward(imageUri);
-        console.log(output);
         setResults(output);
       } catch (e) {
         console.error(e);

diff --git a/apps/computer-vision/app/ocr/index.tsx b/apps/computer-vision/app/ocr/index.tsx
@@ -38,7 +38,6 @@ export default function OCRScreen() {
     try {
       const output = await model.forward(imageUri);
       setResults(output);
-      console.log(output);
     } catch (e) {
       console.error(e);
     }
@@ -78,8 +77,8 @@ export default function OCRScreen() {
           <View style={styles.results}>
             <Text style={styles.resultHeader}>Results</Text>
             <ScrollView style={styles.resultsList}>
-              {results.map(({ text, score }) => (
-                <View key={text} style={styles.resultRecord}>
+              {results.map(({ text, score }, index) => (
+                <View key={index} style={styles.resultRecord}>
                   <Text style={styles.resultLabel}>{text}</Text>
                   <Text>{score.toFixed(3)}</Text>
                 </View>

diff --git a/apps/computer-vision/app/ocr_vertical/index.tsx b/apps/computer-vision/app/ocr_vertical/index.tsx
@@ -40,7 +40,6 @@ export default function VerticalOCRScree() {
     try {
       const output = await model.forward(imageUri);
       setResults(output);
-      console.log(output);
     } catch (e) {
       console.error(e);
     }
@@ -80,8 +79,8 @@ export default function VerticalOCRScree() {
           <View style={styles.results}>
             <Text style={styles.resultHeader}>Results</Text>
             <ScrollView style={styles.resultsList}>
-              {results.map(({ text, score }) => (
-                <View key={text} style={styles.resultRecord}>
+              {results.map(({ text, score }, index) => (
+                <View key={index} style={styles.resultRecord}>
                   <Text style={styles.resultLabel}>{text}</Text>
                   <Text>{score.toFixed(3)}</Text>
                 </View>

diff --git a/apps/computer-vision/ios/Podfile.lock b/apps/computer-vision/ios/Podfile.lock
@@ -2454,7 +2454,7 @@ SPEC CHECKSUMS:
   React-logger: 8edfcedc100544791cd82692ca5a574240a16219
   React-Mapbuffer: c3f4b608e4a59dd2f6a416ef4d47a14400194468
   React-microtasksnativemodule: 054f34e9b82f02bd40f09cebd4083828b5b2beb6
-  react-native-executorch: 98a2d5c0fc2290d473db87f2d6f3bf9dc7b77ab1
+  react-native-executorch: d06ae11e5411f0cb798316c4e69cf7d8678da297
   react-native-image-picker: 8a3f16000e794f5381a7fe47bb48fd8d06741e47
   react-native-safe-area-context: 562163222d999b79a51577eda2ea8ad2c32b4d06
   react-native-skia: b6cb66e99a953dae6880348c92cfb20a76d90b4f

diff --git a/docs/docs/02-hooks/02-computer-vision/useOCR.md b/docs/docs/02-hooks/02-computer-vision/useOCR.md
@@ -301,19 +301,34 @@ You need to make sure the recognizer models you pass in `recognizerSources` matc
 
 | Model                                                                                        | Android (XNNPACK) [MB] | iOS (XNNPACK) [MB] |
 | -------------------------------------------------------------------------------------------- | :--------------------: | :----------------: |
-| Detector (CRAFT_800) + Recognizer (CRNN_512) + Recognizer (CRNN_256) + Recognizer (CRNN_128) |          2100          |        1782        |
+| Detector (CRAFT_800) + Recognizer (CRNN_512) + Recognizer (CRNN_256) + Recognizer (CRNN_128) |          1600          |        1700        |
 
 ### Inference time
 
+**Image Used for Benchmarking:**
+
+| ![Alt text](../../../static/img/harvard.png) | ![Alt text](../../../static/img/harvard-boxes.png) |
+| -------------------------------------------- | -------------------------------------------------- |
+| Original Image                               | Image with detected Text Boxes                     |
+
 :::warning warning
 Times presented in the tables are measured as consecutive runs of the model. Initial run times may be up to 2x longer due to model loading and initialization.
 :::
 
-| Model                 | iPhone 16 Pro (XNNPACK) [ms] | iPhone 14 Pro Max (XNNPACK) [ms] | iPhone SE 3 (XNNPACK) [ms] | Samsung Galaxy S24 (XNNPACK) [ms] | Samsung Galaxy S21 (XNNPACK) [ms] |
-| --------------------- | :--------------------------: | :------------------------------: | :------------------------: | :-------------------------------: | :-------------------------------: |
-| Detector (CRAFT_800)  |             2099             |               2227               |             ❌             |               2245                |               7108                |
-| Recognizer (CRNN_512) |              70              |               252                |             ❌             |                54                 |                151                |
-| Recognizer (CRNN_256) |              39              |               123                |             ❌             |                24                 |                78                 |
-| Recognizer (CRNN_128) |              17              |                83                |             ❌             |                14                 |                39                 |
+**Time measurements:**
+
+| Metric                    | iPhone 14 Pro Max <br /> [ms] | iPhone 16 Pro <br /> [ms] | iPhone SE 3 | Samsung Galaxy S24 <br /> [ms] | OnePlus 12 <br /> [ms] |
+| ------------------------- | ----------------------------- | ------------------------- | ----------- | ------------------------------ | ---------------------- |
+| **Total Inference Time**  | 4330                          | 2537                      | ❌          | 6648                           | 5993                   |
+| **Detector (CRAFT_800)**  | 1945                          | 1809                      | ❌          | 2080                           | 1961                   |
+| **Recognizer (CRNN_512)** |                               |                           |             |                                |                        |
+| ├─ Average Time           | 273                           | 76                        | ❌          | 289                            | 252                    |
+| ├─ Total Time (3 runs)    | 820                           | 229                       | ❌          | 867                            | 756                    |
+| **Recognizer (CRNN_256)** |                               |                           |             |                                |                        |
+| ├─ Average Time           | 137                           | 39                        | ❌          | 260                            | 229                    |
+| ├─ Total Time (7 runs)    | 958                           | 271                       | ❌          | 1818                           | 1601                   |
+| **Recognizer (CRNN_128)** |                               |                           |             |                                |                        |
+| ├─ Average Time           | 68                            | 18                        | ❌          | 239                            | 214                    |
+| ├─ Total Time (7 runs)    | 478                           | 124                       | ❌          | 1673                           | 1498                   |
 
 ❌ - Insufficient RAM.
diff --git a/docs/docs/02-hooks/02-computer-vision/useVerticalOCR.md b/docs/docs/02-hooks/02-computer-vision/useVerticalOCR.md
@@ -316,20 +316,35 @@ You need to make sure the recognizer models you pass in `recognizerSources` matc
 
 | Model                                                                | Android (XNNPACK) [MB] | iOS (XNNPACK) [MB] |
 | -------------------------------------------------------------------- | :--------------------: | :----------------: |
-| Detector (CRAFT_1280) + Detector (CRAFT_320) + Recognizer (CRNN_512) |          2770          |        3720        |
-| Detector(CRAFT_1280) + Detector(CRAFT_320) + Recognizer (CRNN_64)    |          1770          |        2740        |
+| Detector (CRAFT_1280) + Detector (CRAFT_320) + Recognizer (CRNN_512) |          2172          |        2214        |
+| Detector(CRAFT_1280) + Detector(CRAFT_320) + Recognizer (CRNN_64)    |          1774          |        1705        |
 
 ### Inference time
 
+**Image Used for Benchmarking:**
+
+| ![Alt text](../../../static/img/sales-vertical.jpeg) | ![Alt text](../../../static/img/sales-vertical-boxes.png) |
+| ---------------------------------------------------- | --------------------------------------------------------- |
+| Original Image                                       | Image with detected Text Boxes                            |
+
 :::warning warning
 Times presented in the tables are measured as consecutive runs of the model. Initial run times may be up to 2x longer due to model loading and initialization.
 :::
 
-| Model                 | iPhone 16 Pro (XNNPACK) [ms] | iPhone 14 Pro Max (XNNPACK) [ms] | iPhone SE 3 (XNNPACK) [ms] | Samsung Galaxy S24 (XNNPACK) [ms] | Samsung Galaxy S21 (XNNPACK) [ms] |
-| --------------------- | :--------------------------: | :------------------------------: | :------------------------: | :-------------------------------: | :-------------------------------: |
-| Detector (CRAFT_1280) |             5457             |               5833               |             ❌             |               6296                |               14053               |
-| Detector (CRAFT_320)  |             1351             |               1460               |             ❌             |               1485                |               3101                |
-| Recognizer (CRNN_512) |              39              |               123                |             ❌             |                24                 |                78                 |
-| Recognizer (CRNN_64)  |              10              |                33                |             ❌             |                 7                 |                18                 |
+**Time measurements:**
+
+| Metric                                                                     | iPhone 14 Pro Max <br /> [ms] | iPhone 16 Pro <br /> [ms] | iPhone SE 3 | Samsung Galaxy S24 <br /> [ms] | OnePlus 12 <br /> [ms] |
+| -------------------------------------------------------------------------- | ----------------------------- | ------------------------- | ----------- | ------------------------------ | ---------------------- |
+| **Total Inference Time**                                                   | 9350 / 9620                   | 8572 / 8621               | ❌          | 13737 / 10570                  | 13436 / 9848           |
+| **Detector (CRAFT_1250)**                                                  | 4895                          | 4756                      | ❌          | 5574                           | 5016                   |
+| **Detector (CRAFT_320)**                                                   |                               |                           |             |                                |                        |
+| ├─ Average Time                                                            | 1247                          | 1206                      | ❌          | 1350                           | 1356                   |
+| ├─ Total Time (3 runs)                                                     | 3741                          | 3617                      | ❌          | 4050                           | 4069                   |
+| **Recognizer (CRNN_64)** <br /> (_With Flag `independentChars == true`_)   |                               |                           |             |                                |                        |
+| ├─ Average Time                                                            | 31                            | 9                         | ❌          | 195                            | 207                    |
+| ├─ Total Time (21 runs)                                                    | 649                           | 191                       | ❌          | 4092                           | 4339                   |
+| **Recognizer (CRNN_512)** <br /> (_With Flag `independentChars == false`_) |                               |                           |             |                                |                        |
+| ├─ Average Time                                                            | 306                           | 80                        | ❌          | 308                            | 250                    |
+| ├─ Total Time (3 runs)                                                     | 919                           | 240                       | ❌          | 925                            | 751                    |
 
 ❌ - Insufficient RAM.