Object Detection using TorchSharp #6605
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michaelgsharp requested review from JakeRadMSFT, LittleLittleCloud, luisquintanilla and tannergooding 
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tarekgh reviewed Mar 22, 2023
JakeRadMSFT reviewed Mar 22, 2023
JakeRadMSFT reviewed Mar 22, 2023
ericstj reviewed Mar 22, 2023
JakeRadMSFT reviewed Mar 22, 2023
JakeRadMSFT reviewed Mar 22, 2023
JakeRadMSFT reviewed Mar 22, 2023
JakeRadMSFT reviewed Mar 22, 2023
src/Microsoft.ML.TorchSharp/AutoFormerV2/ObjectDetectionTrainer.cs Outdated Show resolved Hide resolved
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Additional details and impacted files@@ Coverage Diff @@ ## main #6605 +/- ## ========================================== + Coverage 68.39% 68.52% +0.13% ========================================== Files 1174 1200 +26 Lines 248047 250288 +2241 Branches 25909 26093 +184 ========================================== + Hits 169647 171521 +1874 - Misses 71626 71932 +306 - Partials 6774 6835 +61
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JakeRadMSFT reviewed Mar 28, 2023
ericstj changed the title ericstj reviewed Apr 3, 2023
ericstj approved these changes Apr 3, 2023
JakeRadMSFT reviewed Apr 3, 2023
LittleLittleCloud approved these changes Apr 3, 2023
JakeRadMSFT reviewed Apr 25, 2023
src/Microsoft.ML.TorchSharp/AutoFormerV2/ObjectDetectionMetrics.cs Outdated Show resolved Hide resolved
…s.cs Co-authored-by: Jake <31937616+JakeRadMSFT@users.noreply.github.com>
JakeRadMSFT reviewed Apr 25, 2023
src/Microsoft.ML.TorchSharp/AutoFormerV2/ObjectDetectionMetrics.cs Outdated Show resolved Hide resolved
JakeRadMSFT approved these changes Apr 25, 2023
luisquintanilla approved these changes Apr 25, 2023
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Adds in Object Detection using TorchSharp with an AutoFormer model.
Main files to look at are the Object Detection Trainer, Utility methods, and the refactors to TextClassification and Sentence Similarity.
We also pulled in local/internal copies of System.Range/Index to make the future model conversion process much easier.