Add TransNetV2ClipExtractionStage to video splitting pipeline #809
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- Replaced the `FixedStrideExtractorStage` with `TransNetV2ClipExtractionStage` in the video split clip example to enhance clip extraction capabilities using the TransNetV2 model. - Updated command-line arguments to include parameters specific to the TransNetV2 stage, such as thresholds and clip length settings. - Introduced a new models package and added the TransNetV2 model implementation for shot transition detection. Signed-off-by: Ao Tang <aot@nvidia.com>
- Updated the video splitting pipeline to use `video_dir` instead of `video_folder` for input video paths, improving clarity in command-line arguments. - Added `model_dir` argument to support model directory specification for the TransNetV2 model. - Modified `TransNetV2ClipExtractionStage` to accept `model_dir` during initialization, ensuring proper model loading. - Introduced unit tests for the TransNetV2 model classes to validate functionality and integration. Signed-off-by: Ao Tang <aot@nvidia.com>
…tion' into aot/ray-video-transnet-clip-extraction Signed-off-by: Ao Tang <aot@nvidia.com>
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…o-transnet-clip-extraction Signed-off-by: Ao Tang <aot@nvidia.com>
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FixedStrideExtractorStagewithTransNetV2ClipExtractionStagein the video split clip example to enhance clip extraction capabilities using the TransNetV2 model.Description
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