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JakubGoneramsluszniak
JakubGonera
and
msluszniak
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feat: port image segmentation native code to C++ (#313)
Port image segmentation native code to C++. - [ ] Bug fix (non-breaking change which fixes an issue) - [ ] New feature (non-breaking change which adds functionality) - [ ] Breaking change (fix or feature that would cause existing functionality to not work as expected) - [ ] Documentation update (improves or adds clarity to existing documentation) - [x] iOS - [x] Android - [x] I have performed a self-review of my code - [x] I have commented my code, particularly in hard-to-understand areas - [ ] I have updated the documentation accordingly - [x] My changes generate no new warnings --------- Co-authored-by: Mateusz Sluszniak <[email protected]>
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‎apps/computer-vision/screens/ImageSegmentationScreen.tsx‎

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@@ -3,8 +3,8 @@ import { BottomBar } from '../components/BottomBar';
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import { getImage } from '../utils';
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import {
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useImageSegmentation,
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DeeplabLabel,
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DEEPLAB_V3_RESNET50,
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DeeplabLabel,
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} from 'react-native-executorch';
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import {
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Canvas,

‎apps/llm/ios/Podfile.lock‎

Lines changed: 81 additions & 81 deletions
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‎apps/speech-to-text/ios/Podfile.lock‎

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PODFILE CHECKSUM: 279fcab1b2878102b7ff10ce2dee054b43abbcea

‎apps/text-embeddings/ios/Podfile.lock‎

Lines changed: 9 additions & 3 deletions
Original file line numberDiff line numberDiff line change
@@ -70,7 +70,7 @@ PODS:
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- hermes-engine (0.79.2):
7171
- hermes-engine/Pre-built (= 0.79.2)
7272
- hermes-engine/Pre-built (0.79.2)
73-
- opencv-rne (0.1.0)
73+
- opencv-rne (4.11.0)
7474
- RCT-Folly (2024.11.18.00):
7575
- boost
7676
- DoubleConversion
@@ -1399,7 +1399,7 @@ PODS:
13991399
- DoubleConversion
14001400
- glog
14011401
- hermes-engine
1402-
- opencv-rne (~> 0.1.0)
1402+
- opencv-rne (~> 4.11.0)
14031403
- RCT-Folly (= 2024.11.18.00)
14041404
- RCTRequired
14051405
- RCTTypeSafety
@@ -1419,6 +1419,7 @@ PODS:
14191419
- ReactCodegen
14201420
- ReactCommon/turbomodule/bridging
14211421
- ReactCommon/turbomodule/core
1422+
- sqlite3
14221423
- Yoga
14231424
- React-NativeModulesApple (0.79.2):
14241425
- glog
@@ -1743,6 +1744,9 @@ PODS:
17431744
- React-perflogger (= 0.79.2)
17441745
- React-utils (= 0.79.2)
17451746
- SocketRocket (0.7.1)
1747+
- sqlite3 (3.49.1):
1748+
- sqlite3/common (= 3.49.1)
1749+
- sqlite3/common (3.49.1)
17461750
- Yoga (0.0.0)
17471751

17481752
DEPENDENCIES:
@@ -1831,6 +1835,7 @@ SPEC REPOS:
18311835
trunk:
18321836
- opencv-rne
18331837
- SocketRocket
1838+
- sqlite3
18341839

18351840
EXTERNAL SOURCES:
18361841
boost:
@@ -2006,7 +2011,7 @@ SPEC CHECKSUMS:
20062011
fmt: a40bb5bd0294ea969aaaba240a927bd33d878cdd
20072012
glog: 5683914934d5b6e4240e497e0f4a3b42d1854183
20082013
hermes-engine: 314be5250afa5692b57b4dd1705959e1973a8ebe
2009-
opencv-rne: 63e933ae2373fc91351f9a348dc46c3f523c2d3f
2014+
opencv-rne: 2305807573b6e29c8c87e3416ab096d09047a7a0
20102015
RCT-Folly: 36fe2295e44b10d831836cc0d1daec5f8abcf809
20112016
RCTDeprecation: 83ffb90c23ee5cea353bd32008a7bca100908f8c
20122017
RCTRequired: eb7c0aba998009f47a540bec9e9d69a54f68136e
@@ -2071,6 +2076,7 @@ SPEC CHECKSUMS:
20712076
ReactCodegen: fda99a79c866370190e162083a35602fdc314e5d
20722077
ReactCommon: 4d0da92a5eb8da86c08e3ec34bd23ab439fb2461
20732078
SocketRocket: d4aabe649be1e368d1318fdf28a022d714d65748
2079+
sqlite3: fc1400008a9b3525f5914ed715a5d1af0b8f4983
20742080
Yoga: 9f110fc4b7aa538663cba3c14cbb1c335f43c13f
20752081

20762082
PODFILE CHECKSUM: a4eba0f176efffd0a3e176573036da7710a6c813

‎common/rnexecutorch/RnExecutorchInstaller.cpp‎

Lines changed: 6 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -1,6 +1,7 @@
11
#include "RnExecutorchInstaller.h"
22

33
#include <rnexecutorch/host_objects/JsiConversions.h>
4+
#include <rnexecutorch/models/image_segmentation/ImageSegmentation.h>
45
#include <rnexecutorch/models/style_transfer/StyleTransfer.h>
56

67
namespace rnexecutorch {
@@ -19,5 +20,10 @@ void RnExecutorchInstaller::injectJSIBindings(
1920
*jsiRuntime, "loadStyleTransfer",
2021
RnExecutorchInstaller::loadModel<StyleTransfer>(jsiRuntime, jsCallInvoker,
2122
"loadStyleTransfer"));
23+
24+
jsiRuntime->global().setProperty(
25+
*jsiRuntime, "loadImageSegmentation",
26+
RnExecutorchInstaller::loadModel<ImageSegmentation>(
27+
jsiRuntime, jsCallInvoker, "loadImageSegmentation"));
2228
}
2329
} // namespace rnexecutorch

‎common/rnexecutorch/RnExecutorchInstaller.h‎

Lines changed: 1 addition & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -49,7 +49,7 @@ class RnExecutorchInstaller {
4949
jsiconversion::getValue<std::string>(args[0], runtime);
5050

5151
auto modelImplementationPtr =
52-
std::make_shared<ModelT>(source, &runtime);
52+
std::make_shared<ModelT>(source, jsCallInvoker);
5353
auto modelHostObject = std::make_shared<ModelHostObject<ModelT>>(
5454
modelImplementationPtr, jsCallInvoker);
5555

‎common/rnexecutorch/data_processing/Numerical.cpp‎

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@@ -0,0 +1,19 @@
1+
#include "Numerical.h"
2+
3+
#include <algorithm>
4+
#include <numeric>
5+
6+
namespace rnexecutorch::numerical {
7+
void softmax(std::vector<float> &v) {
8+
float max = *std::max_element(v.begin(), v.end());
9+
10+
float sum = 0.0f;
11+
for (float &x : v) {
12+
x = std::exp(x - max);
13+
sum += x;
14+
}
15+
for (float &x : v) {
16+
x /= sum;
17+
}
18+
}
19+
} // namespace rnexecutorch::numerical

‎common/rnexecutorch/data_processing/Numerical.h‎

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@@ -0,0 +1,7 @@
1+
#pragma once
2+
3+
#include <vector>
4+
5+
namespace rnexecutorch::numerical {
6+
void softmax(std::vector<float> &v);
7+
} // namespace rnexecutorch::numerical

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