Commit Graph

26 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
d322bcf0de
Merge pull request #1460 from kwagyeman/kwabena/fix_network_usage_in_scripts
Kwabena/fix network usage in scripts
2021-10-18 21:05:04 +02:00
Kwabena W. Agyeman
a4858015c4 Update rstp/rpc scripts to use standard network libraries 2021-10-16 21:40:34 -07:00
Kwabena W. Agyeman
7f3b14ec0e Add event camera examples 2021-10-16 12:29:13 -07:00
iabdalkader
f5391a3884 Make WINC API compatible with other WiFi modules. 2021-08-26 16:25:15 +02:00
iabdalkader
5bdbb9f748 Add urequests module to frozen modules. 2021-06-26 20:12:34 +02:00
王开智
8da5a21b60
Update ulab.py 2021-04-18 17:52:23 +08:00
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
Kwabena W. Agyeman
1d10d9fa3a Update RTSP server and examples to work with FFPLAY 2021-02-24 15:27:57 -08:00
iabdalkader
c814fddff8 Update vsync examples. 2021-02-14 21:19:37 +02:00
Kwabena W. Agyeman
1b36b95521 Improve TV driver resolution, add scaling, and triple buffering 2021-01-22 20:44:24 -08:00
Kwabena W. Agyeman
7689622982
Add support for the MLX90641 (#1117) 2021-01-13 02:35:59 +02:00
Kwabena W. Agyeman
da6c1a6ed9 Add auto scanning and update examples 2021-01-06 16:48:10 -08:00
iabdalkader
93bbac0bf3 Update ImageIO examples 2021-01-03 00:28:50 +02:00
Kwabena W. Agyeman
fb09395269 Add constants to FIR module 2020-12-30 09:51:14 -08:00
Kwabena W. Agyeman
53f2248b86 Finish refactor of the fir module 2020-12-29 19:45:41 -08:00
Kwabena W. Agyeman
0a29103b43 Update draw_ir to use the new drawing pipeline 2020-12-26 18:53:09 -08:00
iabdalkader
fecb586bae Update CAN examples. 2020-12-06 20:37:16 +02:00
iabdalkader
55366647ff Update timer tests example. 2020-12-04 01:00:00 +02:00
iabdalkader
ffb58aad11 Remove outdated FIR examples.
* These are broken, they don't scale the image
2020-12-01 16:37:04 +02:00
iabdalkader
873833d777 Fix unit-test failing on disabled functions. 2020-11-30 20:10:59 +02:00
iabdalkader
20587f308e Merge time and utime modules.
* Move clock class to utime module.
* Update all examples to be compatible with utime.
2020-11-27 15:44:39 +02:00
iabdalkader
25e7b4a2e2 Update unittest to ignore disabled functions. 2020-11-25 19:55:12 +02:00
iabdalkader
5a6b4b2f1c Update Examples.
* Move examples to sub dirs.
* Add Arduino examples dir.
2020-11-16 23:03:02 +02:00