Add LiteRT converted mobilevitv2_100

README.md

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+---
+library_name: litert
+base_model: timm/mobilevitv2_100.cvnets_in1k
+tags:
+  - vision
+  - image-classification
+datasets:
+  - imagenet-1k
+---
+
+# mobilevitv2_100
+
+Converted TIMM image classification model for LiteRT.
+
+- Source architecture: mobilevitv2_100
+- File: model.tflite
+
+## Model Details
+
+- **Model Type:** Image classification / feature backbone
+- **Model Stats:**
+  - Params (M): 4.9
+  - GMACs: 1.8
+  - Activations (M): 16.1
+  - Image size: 256 x 256
+- **Papers:**
+  - Separable Self-attention for Mobile Vision Transformers: https://arxiv.org/abs/2206.02680
+- **Original:** https://github.com/apple/ml-cvnets
+- **Dataset:** ImageNet-1k
+
+## Citation
+
+```bibtex
+@article{Mehta2022SeparableSF,
+  title={Separable Self-attention for Mobile Vision Transformers},
+  author={Sachin Mehta and Mohammad Rastegari},
+  journal={ArXiv},
+  year={2022},
+  volume={abs/2206.02680}
+}
+```

model.tflite

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+size 19702160