Commit Graph

7 Commits

Author SHA1 Message Date
Kwabena W. Agyeman
9a0d65b527 Update example scripts 2022-02-07 20:47:27 -08:00
Kwabena W. Agyeman
c86f01741f
Add Objection Detection Support (#1462)
Support for segmentation networks has been added. You can now segment images using tensorflow into grayscale images that show a heatmap per class you are looking for. The segment() method will return a list of images of these grayscale heat maps.

detect() will then do all the above but internally run find_blobs() on the heat maps to return instead a list of lists, where each sub list is the blobs detected per class.

EdgeImpulse will have support for running segmentation networks thus enabling object detection and localization on Cortex-M processors.

* PYTF now uses the optimal amount of memory for buffers versus all - buffers are placed in SRAM if they fit producing a massive speed boost.
* Custom scaled/offset outputs now work.
* Updated to the latest tensorflow library.
* You have access to all input/output model parameters.
* Person detection is now int8 and blazing fast - 20 FPS on the Arduino Portena.
* Added m55 libs (m0plus libs coming soon once EdgeImpulse adds support for them in the tensorflow make file)
* Classify/Segment/Detect work on all image types directly (JPG/BAYER/YUV/RGB565/GRAYSCALE/BINARY)
2021-12-30 18:30:28 +02:00
Sebastian Romero
34fd67be98 Change sensor to grayscale for Portenta 2021-03-17 17:55:50 +01:00
Ibrahim Abd Elkader
4acafb7609
Merge pull request #1200 from kdarras/patch-4
Update tf_mobilenet_search_whole_window.py
2021-03-02 03:59:51 +02:00
Kevin F.A. Darras
1ff2105fef
Update tf_mobilenet_search_just_center.py (#1199)
* Update tf_mobilenet_serach_just_center.py

added instructions to run script without errors

* Rename tf_mobilenet_serach_just_center.py to tf_mobilenet_search_just_center.py

corrected typo in file name
2021-03-02 03:59:20 +02:00
Kevin F.A. Darras
4f8f981f15
Update tf_mobilenet_search_whole_window.py
added instructions to run script without errors
2021-03-02 09:52:48 +08:00
iabdalkader
8d68cc4379 Rename examples as requested.
* Fixes #1148
2021-01-31 16:34:01 +02:00