binliunls
binliunls
**Is your feature request related to a problem? Please describe.** Richard's tutorial [video_seg](https://github.com/Project-MONAI/tutorials/blob/1d7d0863d43e7ce1641154f6e8b2db0f80e5d963/modules/video_seg.ipynb) has a great application value on deploying segmentation models on video streams. However, trivial works like splitting...
Signed-off-by: binliu Fixes #5011 . ### Description Currently, the FlexibleUNet structure only supports the efficient-net series as the backbone and it is hard to extend to other network structures. A...
**Is your feature request related to a problem? Please describe.** Currently, the FlexibleUNet structure only supports the efficient-net series as the backbone and it is hard to extend to other...
Fixes #6612 . ### Description Add the dataset tracking support to MLFlow handler. ### Types of changes - [x] Non-breaking change (fix or new feature that would not break existing...
Fixes #6577 . ### Description PyTorch introduced the [dynamo](https://pytorch.org/docs/stable/dynamo/index.html) as a part to compile PyTorch models to different backends. And it also works for the Torch-TensorRT compiler and the Torch-TensorRT...
**Is your feature request related to a problem? Please describe.** The experiment management tool MLFlow released [version 2.4.0](https://github.com/mlflow/mlflow/releases/tag/v2.4.0) last week, which introduced data tracking APIs. With these APIs, users can...
**Is your feature request related to a problem? Please describe.** PyTorch introduced the [dynamo](https://pytorch.org/docs/stable/dynamo/index.html) as a part to compile PyTorch models to different backends. And it also works for the...
**Is your feature request related to a problem? Please describe.** The [_export](https://github.com/Project-MONAI/MONAI/blob/b356fecdb265ee9af4ce91a0c8238731994b5095/monai/bundle/scripts.py#L938) function in the bundle [script](https://github.com/Project-MONAI/MONAI/blob/dev/monai/bundle/scripts.py) is for converting models from one format to another one, e.g. converting a...
**Is your feature request related to a problem? Please describe.** MONAI supported the TensorRT model conversion since 1.2. However, when tried to export the [diffusion unet](https://github.com/Project-MONAI/GenerativeModels/blob/main/generative/networks/nets/diffusion_model_unet.py) and [hovernet](https://github.com/Project-MONAI/MONAI/blob/dev/monai/networks/nets/hovernet.py) to the...
**Is your feature request related to a problem? Please describe.** When I run a segmentation bundle like spleen segmentation, I would like to have a new json/yaml/csv file to explicitly...