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Best Practice - YOLOv4 on Pascal VOC
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Steps to restore performance by retraining the compressed model after using NetsPresso Compression Toolkit (NPTK)
Check out the detailed process that you can follow as it is!
0:00:00 - Intro
0:00:14 - Prepare the Model to be Compressed (YOLOv4)
0:00:27 - Compressing the YOLOv4 Original Model
0:01:57 - Evaluating the Original Model
0:02:47 - Evaluating the Compressed Model
0:03:36 - Changing the Model Related Codes
0:07:04 - Fine-tuning the Compressed Model
0:09:21 - Dump the Model
0:09:32 - Evaluating the Fine-tuned Model
#AI #deeplearning #modelcompression #pruning #filterdecomposition #AImodel #retraining
Check out the detailed process that you can follow as it is!
0:00:00 - Intro
0:00:14 - Prepare the Model to be Compressed (YOLOv4)
0:00:27 - Compressing the YOLOv4 Original Model
0:01:57 - Evaluating the Original Model
0:02:47 - Evaluating the Compressed Model
0:03:36 - Changing the Model Related Codes
0:07:04 - Fine-tuning the Compressed Model
0:09:21 - Dump the Model
0:09:32 - Evaluating the Fine-tuned Model
#AI #deeplearning #modelcompression #pruning #filterdecomposition #AImodel #retraining