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Update readme #288

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SamitHuang May 15, 2023
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SamitHuang May 15, 2023
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20 changes: 17 additions & 3 deletions README.md
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Expand Up @@ -116,16 +116,18 @@ MindOCR provides the detection and recognition prediction pipeline using MindOCR

- [x] [DBNet](https://arxiv.org/abs/1911.08947) (AAAI'2020)
- [x] [DBNet++](https://arxiv.org/abs/2202.10304) (TPAMI'2022)
- [ ] [FCENet](https://arxiv.org/abs/2104.10442) (CVPR'2021) [dev]
- [ ] [EAST](https://arxiv.org/abs/1704.03155)(CVPR'2017) [coming soon]
- [ ] [FCENet](https://arxiv.org/abs/2104.10442) (CVPR'2021) [coming soon]

</details>

<details open>
<summary>Text Recognition</summary>

- [x] [CRNN](https://arxiv.org/abs/1507.05717) (TPAMI'2016)
- [ ] [ABINet](https://arxiv.org/abs/2103.06495) (CVPR'2021) [dev]
- [ ] [SVTR](https://arxiv.org/abs/2205.00159) (IJCAI'2022) [infer only]
- [x] [CRNN-Seq2Seq](https://arxiv.org/abs/1704.03155) (CVPR'2016)
- [ ] [ABINet](https://arxiv.org/abs/2103.06495) (CVPR'2021) [coming soon]
- [ ] [SVTR](https://arxiv.org/abs/2205.00159) (IJCAI'2022) [infer only, training coming soon]


For the detailed performance of the trained models, please refer to [configs](./configs).
Expand Down Expand Up @@ -162,6 +164,18 @@ After downloading these datasets in the `DATASETS_DIR` folder, you can run `bash
## Notes

### Change Log
- 2023/05/15
1. Add new trained models
- [DBNet++](configs/det/dbnet) for text detection
- [CRNN-Seq2Seq](configs/rec/rare) for text recognition
- DBNet pretrained on SynthText is now available: [checkpoint url](https://download.mindspore.cn/toolkits/mindocr/dbnet/dbnet_resnet50_synthtext-40655acb.ckpt)
2. Add more benchmark datasets and their results
- [SynthText](https://academictorrents.com/details/2dba9518166cbd141534cbf381aa3e99a087e83c), [MSRA-TD500](docs/en/datasets/td500.md), [CTW1500](docs/en/datasets/ctw1500.md)
- More benchmark results for DBNet are reported [here](configs/det/dbnet/README.md).
3. Add checkpoint manager for saving top-k checkpoints and improve log.
4. Python inference code refractored.
5. Bug fix: use meter to average loss for large datasets, disable `pred_cast_fp32` for ctcloss in AMP training, fix error when invalid polygons exist.

- 2023/05/04
1. Support loading self-defined pretrained checkpoints via setting `model-pretrained` with checkpoint url or local path in yaml.
2. Support setting probability for executing augmentation including rotation and flip.
Expand Down
0 transform_tutorial.md → docs/en/tutorials/transform_tutorial.md
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48 changes: 0 additions & 48 deletions test_mindir_infer.py
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