Upload resnet50-v1-7 ONNX model
Browse files- README.md +46 -0
- model.onnx +3 -0
README.md
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---
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library_name: onnx
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tags:
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- resnet
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- image-classification
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- imagenet
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- computer-vision
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- onnx
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- inference4j
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license: mit
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pipeline_tag: image-classification
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---
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# ResNet-50 v1.7 — ONNX
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ONNX export of [ResNet-50](https://huggingface.co/onnxmodelzoo/resnet50-v1-7), a deep residual network for image classification trained on ImageNet. 50-layer variant with 1000-class output.
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Mirrored for use with [inference4j](https://github.com/inference4j/inference4j), an inference-only AI library for Java.
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## Original Source
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- **Repository:** [ONNX Model Zoo](https://huggingface.co/onnxmodelzoo/resnet50-v1-7)
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- **License:** mit
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## Usage with inference4j
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```java
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try (ResNet model = ResNet.fromPretrained("models/resnet50")) {
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List<Classification> results = model.classify(Path.of("cat.jpg"));
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results.forEach(c -> System.out.printf("%s: %.2f%%%n", c.label(), c.score() * 100));
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}
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```
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## Model Details
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| Property | Value |
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|----------|-------|
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| Architecture | ResNet-50 (50 layers, residual connections) |
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| Task | Image classification (ImageNet 1000 classes) |
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| Input | `[batch, 3, 224, 224]` — RGB, ImageNet-normalized |
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| Output | `[batch, 1000]` — class probabilities |
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| Original framework | ONNX Model Zoo |
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## License
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This model is licensed under the [MIT License](https://opensource.org/licenses/MIT). Original model from the [ONNX Model Zoo](https://github.com/onnx/models).
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model.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:af16a04a6ec48ac494065d4439fe9dea590d337b9ca6dc328160ccf04a217b9c
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size 102583340
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