Mercurial Hosting > traffic-intelligence
diff scripts/classify-objects.py @ 898:1fc901d983ed
better take into account unknown appearance classification
author | Nicolas Saunier <nicolas.saunier@polymtl.ca> |
---|---|
date | Wed, 21 Jun 2017 17:21:03 -0400 |
parents | ff92801e5c54 |
children | 1466a63dd1cf |
line wrap: on
line diff
--- a/scripts/classify-objects.py Wed Jun 14 01:11:56 2017 -0400 +++ b/scripts/classify-objects.py Wed Jun 21 17:21:03 2017 -0400 @@ -114,7 +114,7 @@ obj.initClassifyUserTypeHoGSVM(speedAggregationFunc, pedBikeCarSVM, bikeCarSVM, classifierParams.maxPedestrianSpeed, classifierParams.maxCyclistSpeed, classifierParams.nFramesIgnoreAtEnds) currentObjects.append(obj) elif inter.last == frameNum: - obj.classifyUserTypeHoGSVM(minSpeedEquiprobable = classifierParams.minSpeedEquiprobable, speedProbabilities = speedProbabilities) + obj.classifyUserTypeHoGSVM(minSpeedEquiprobable = classifierParams.minSpeedEquiprobable, speedProbabilities = speedProbabilities, maxPercentUnknown = 0.5) # todo add maxPercentUnknown in cfg pastObjects.append(obj) else: obj.classifyUserTypeHoGSVMAtInstant(img, frameNum, invHomography, width, height, classifierParams.percentIncreaseCrop, classifierParams.percentIncreaseCrop, classifierParams.minNPixels, classifierParams.hogRescaleSize, classifierParams.hogNOrientations, classifierParams.hogNPixelsPerCell, classifierParams.hogNCellsPerBlock, classifierParams.hogBlockNorm)