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Add GPU Acceleration on the Raspberry Pi (#140)
* Add native stuff * use runtimeloader * add more native methods * more stuff * Switch JNI methods to static * Remove non-java classes from the picam jni * Add gradle task for JNI generation * Migrate my previous GPU accel work * Initial work on defining JNI interface * Change libpicam to a symlink for now * Initial work on adding no-copy OMX GPU accel on the pi * Make DIRECT_OMX GPU accel mode not crash * Clean up OMX changes (still not getting valid data back) * Re-add GPU unit test * A couple debugging tweaks/notes * Add temporary special cases to get RGB out of ProcessingMode.NONE * Code clarity improvements; fix possible VBO bug * Get DIRECT_OMX working * Remove some debugging switches in GPUAccelerator * Pipe in VCSM stuff to read out pixels FAST * Apply Spotless * Revert versioningHelper changes * Add missing import * Convert to MMAL and move everything to native * Re-add shared object * Rework to use MMAL and do everything natively * Condense pipeline settings classes * Add OutputStreamPipeline * Apply spotless * Fix duplicate variable inits and add more video modes * Integrate color frames and latency measurements for GPU * Fix camera detection on pi and other platforms * Add proper color copy disabling and camera settings calls * Fix things that were broken by rebase * Fix spotless issues and remove uneeded prints * Remove libpicam symlink * Fix stream resolution limiting * Remove testing code in GPUAcceleratedHSVPipe * Make profiling options general to all computers * Make PicamJNI load from resources * run spotlessApply * Address review comments * Update Maven repo for JOGL * Fix release race condition * Only run GPU accel test on the pi * Lint fix and merge conflict accident fixes * Make Jackson ignore extra fields when unmarshalling HardwareConfig * Fix Mat releasing data race * Spotless apply * Remove broken header generation task * Fix shared library loading typo * Add a ZeroCopyPicam quirk to allow setting gain with the MMAL backend * Make sure that exposure/brightness/gain get set after res changes * Make rawInputMat properly local * Remove bogus set of shouldRun flag * Clean up small GPUHSVPipe print * Add in some things that missed the ZeroCopyPiCameraSource rename * Fix incorrect scoping introduced in past rebase * Don't filter out too-low resolutions * Only show latency when GPU accel is enabled * Don't free Mats in stream thread before we use them * Fix use-after-free and latency caluclation bugs on USB camera source * Update libpicam * Remove unwanted print * Add libpicam forceLoad in unit test * Fix streaming during camera calibration * Fix zerocopy Picam calculation * Use logger trace method instead of raw prints * Fix calibration and driver mode pipes with the Picam Co-authored-by: Matt <matthew.morley.ca@gmail.com> Co-authored-by: Banks Troutman <btrout.dhrs@gmail.com>
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@@ -31,6 +31,7 @@ import org.photonvision.common.logging.LogLevel;
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import org.photonvision.common.logging.Logger;
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import org.photonvision.common.networking.NetworkManager;
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import org.photonvision.common.util.TestUtils;
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import org.photonvision.raspi.PicamJNI;
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import org.photonvision.server.Server;
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import org.photonvision.vision.camera.FileVisionSource;
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import org.photonvision.vision.opencv.ContourGroupingMode;
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@@ -153,6 +154,7 @@ public class Main {
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try {
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CameraServerCvJNI.forceLoad();
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PicamJNI.forceLoad();
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TestUtils.loadLibraries();
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logger.info("Native libraries loaded.");
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} catch (Exception e) {
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