software-mansion / react-native-executorch-migan

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Model's Last Updated: October 27 2026
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Introduction of react-native-executorch-migan

Model Details of react-native-executorch-migan

migan

This repository hosts MI-GAN (image inpainting) exported for the React Native ExecuTorch library as ExecuTorch .pte programs, ready to run on device.

Upstream model: Picsart-AI-Research/MI-GAN , revision 2b793c5ece43f4253e32d4afc257120a5deed6f5 , checkpoints migan_256_places2.pt , migan_512_places2.pt (Places2, scenes) and migan_256_ffhq.pt (FFHQ, faces).

Inputs and outputs

forward(image, mask) -> image , all float32 :

  • image [1, 3, H, W] , RGB in [0, 1]
  • mask [1, 1, H, W] , 1 = known pixel, 0 = hole
  • output [1, 3, H, W] , RGB in [0, 1] , the whole frame with the hole filled

H = W = 256 or 512 . Cropping around the hole and blending the result back into the full-resolution photo happen outside the model, as in upstream's scripts/create_onnx_pipeline.py .

Variants
Path Backend Precision Checkpoint
coreml/256/migan_256_coreml_fp16.pte coreml fp16 Places2 256
coreml/512/migan_512_coreml_fp16.pte coreml fp16 Places2 512
coreml/faces_256/migan_faces_256_coreml_fp16.pte coreml fp16 FFHQ 256
vulkan/256/migan_256_vulkan_fp16.pte vulkan fp16 Places2 256
vulkan/512/migan_512_vulkan_fp16.pte vulkan fp16 Places2 512
vulkan/faces_256/migan_faces_256_vulkan_fp16.pte vulkan fp16 FFHQ 256
xnnpack/256/migan_256_xnnpack_fp16.pte xnnpack fp16 Places2 256
xnnpack/512/migan_512_xnnpack_fp16.pte xnnpack fp16 Places2 512
xnnpack/faces_256/migan_faces_256_xnnpack_fp16.pte xnnpack fp16 FFHQ 256
Repository structure
config.json                                          27 B
coreml/256/config.json                               1171 B
coreml/256/migan_256_coreml_fp16.pte                 12.8 MB
coreml/512/config.json                               1171 B
coreml/512/migan_512_coreml_fp16.pte                 14.0 MB
coreml/faces_256/config.json                         1177 B
coreml/faces_256/migan_faces_256_coreml_fp16.pte     12.8 MB
vulkan/256/config.json                               1171 B
vulkan/256/migan_256_vulkan_fp16.pte                 12.4 MB
vulkan/512/config.json                               1171 B
vulkan/512/migan_512_vulkan_fp16.pte                 14.1 MB
vulkan/faces_256/config.json                         1177 B
vulkan/faces_256/migan_faces_256_vulkan_fp16.pte     12.4 MB
xnnpack/256/config.json                              1173 B
xnnpack/256/migan_256_xnnpack_fp16.pte               24.0 MB
xnnpack/512/config.json                              1173 B
xnnpack/512/migan_512_xnnpack_fp16.pte               25.2 MB
xnnpack/faces_256/config.json                        1179 B
xnnpack/faces_256/migan_faces_256_xnnpack_fp16.pte   24.0 MB
Compatibility

These files are published for the ExecuTorch v1.4.1 runtime. The XNNPACK and Vulkan files need the React Native ExecuTorch native libraries v0.10.7-libs or newer. ExecuTorch gives no forward compatibility guarantee, so an older runtime may fail to load them.

For React Native ExecuTorch model loading, see the documentation . To load these files in your own runtime, read the compatibility note first.

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