Mercurial Hosting > traffic-intelligence
comparison 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 |
comparison
equal
deleted
inserted
replaced
897:f5a49b603e8b | 898:1fc901d983ed |
---|---|
112 if inter.contains(frameNum): | 112 if inter.contains(frameNum): |
113 if inter.first == frameNum: | 113 if inter.first == frameNum: |
114 obj.initClassifyUserTypeHoGSVM(speedAggregationFunc, pedBikeCarSVM, bikeCarSVM, classifierParams.maxPedestrianSpeed, classifierParams.maxCyclistSpeed, classifierParams.nFramesIgnoreAtEnds) | 114 obj.initClassifyUserTypeHoGSVM(speedAggregationFunc, pedBikeCarSVM, bikeCarSVM, classifierParams.maxPedestrianSpeed, classifierParams.maxCyclistSpeed, classifierParams.nFramesIgnoreAtEnds) |
115 currentObjects.append(obj) | 115 currentObjects.append(obj) |
116 elif inter.last == frameNum: | 116 elif inter.last == frameNum: |
117 obj.classifyUserTypeHoGSVM(minSpeedEquiprobable = classifierParams.minSpeedEquiprobable, speedProbabilities = speedProbabilities) | 117 obj.classifyUserTypeHoGSVM(minSpeedEquiprobable = classifierParams.minSpeedEquiprobable, speedProbabilities = speedProbabilities, maxPercentUnknown = 0.5) # todo add maxPercentUnknown in cfg |
118 pastObjects.append(obj) | 118 pastObjects.append(obj) |
119 else: | 119 else: |
120 obj.classifyUserTypeHoGSVMAtInstant(img, frameNum, invHomography, width, height, classifierParams.percentIncreaseCrop, classifierParams.percentIncreaseCrop, classifierParams.minNPixels, classifierParams.hogRescaleSize, classifierParams.hogNOrientations, classifierParams.hogNPixelsPerCell, classifierParams.hogNCellsPerBlock, classifierParams.hogBlockNorm) | 120 obj.classifyUserTypeHoGSVMAtInstant(img, frameNum, invHomography, width, height, classifierParams.percentIncreaseCrop, classifierParams.percentIncreaseCrop, classifierParams.minNPixels, classifierParams.hogRescaleSize, classifierParams.hogNOrientations, classifierParams.hogNPixelsPerCell, classifierParams.hogNCellsPerBlock, classifierParams.hogBlockNorm) |
121 currentObjects.append(obj) | 121 currentObjects.append(obj) |
122 else: | 122 else: |