Commit Graph

5 Commits

Author SHA1 Message Date
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
Ibrahim Abd Elkader
95d3eabbaa
Merge pull request #1198 from kdarras/patch-2
Update tf_mobilenet_search_whole_window.py
2021-03-02 03:58:48 +02:00
Kevin F.A. Darras
321220a3d9
Update tf_mobilenet_search_whole_window.py
added instructions to make the script work without errors
2021-03-01 12:03:11 +08:00
Kevin F.A. Darras
b2e2e6b269
Update and rename tf_mobilenet_serach_just_center.py to tf_mobilenet_search_just_center.py
added instructions to make the script work without errors
2021-03-01 12:01:10 +08:00
iabdalkader
5a6b4b2f1c Update Examples.
* Move examples to sub dirs.
* Add Arduino examples dir.
2020-11-16 23:03:02 +02:00