Upload pp-ocrv6-tiny-det ONNX model
Browse files- README.md +46 -0
- inference.yml +52 -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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- ocr
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- paddleocr
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- pp-ocrv6
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- text-detection
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- onnx
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- inference4j
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license: apache-2.0
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pipeline_tag: object-detection
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---
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# PP-OCRv6 Tiny Det — ONNX
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ONNX export of [PaddlePaddle/PP-OCRv6_tiny_det_onnx](https://huggingface.co/PaddlePaddle/PP-OCRv6_tiny_det_onnx), the lightweight tiny text detection model from PaddleOCR PP-OCRv6 (~1.8 MB). Designed for resource-constrained environments.
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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:** [PaddlePaddle](https://huggingface.co/PaddlePaddle/PP-OCRv6_tiny_det_onnx)
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- **License:** apache-2.0
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## Usage with inference4j
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```java
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try (var ocr = OcrPipeline.builder().build()) {
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List<TextRegion> lines = ocr.read(image);
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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 | PP-OCRv6 Tiny Detection (DBNet) |
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| Task | Text detection |
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| Model size | ~1.8 MB |
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| Input format | [batch, 3, H, W] (BGR, dynamic shape) |
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| Original framework | PaddlePaddle (PP-OCRv6) |
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| Technical report | [PP-OCRv6](https://github.com/PaddlePaddle/PaddleOCR) |
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## License
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This model is licensed under the [Apache License 2.0](https://www.apache.org/licenses/LICENSE-2.0). Original model by [PaddlePaddle](https://github.com/PaddlePaddle/PaddleOCR).
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inference.yml
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Global:
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model_name: PP-OCRv6_tiny_det
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Hpi:
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backend_configs:
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paddle_infer:
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trt_dynamic_shapes: &id001
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x:
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- - 1
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- - 1
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- 3
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- 4000
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- 4000
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tensorrt:
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dynamic_shapes: *id001
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PostProcess:
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box_thresh: 0.4
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max_candidates: 3000
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name: DBPostProcess
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thresh: 0.2
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unclip_ratio: 1.4
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PreProcess:
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transform_ops:
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- DecodeImage:
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channel_first: false
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img_mode: BGR
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- DetLabelEncode: null
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- DetResizeForTest: null
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- NormalizeImage:
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mean:
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- 0.485
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- 0.456
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- 0.406
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order: hwc
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scale: 1./255.
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std:
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- 0.229
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- 0.224
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- 0.225
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- ToCHWImage: null
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- KeepKeys:
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keep_keys:
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- image
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- shape
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- polys
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- ignore_tags
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model.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:193bab7a04fca699a6c82e6abb5b81bdb28177f0abd4062552b04908dafb19f8
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size 1780590
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