├── A fall detection CNN for elderly persons ├── .idea │ └── vcs.xml ├── cnn_experiments.txt ├── code │ ├── Augmentor.py │ ├── AugmentorOptimized.py │ ├── classifier.py │ ├── cnn.py │ ├── subtraction.py │ └── test-model.py ├── data │ ├── FinalData.zip │ ├── Testing │ │ ├── falling │ │ │ ├── IMG_7017.JPG │ │ │ ├── IMG_7018.JPG │ │ │ ├── IMG_7019.JPG │ │ │ ├── IMG_7020.JPG │ │ │ ├── IMG_7021.JPG │ │ │ ├── IMG_7022.JPG │ │ │ ├── IMG_7023.JPG │ │ │ ├── IMG_7027.JPG │ │ │ ├── IMG_7028.JPG │ │ │ ├── IMG_7029.JPG │ │ │ ├── IMG_7030.JPG │ │ │ └── IMG_7031.JPG │ │ ├── sitting │ │ │ ├── IMG_7007.JPG │ │ │ ├── IMG_7008.JPG │ │ │ ├── IMG_7009.JPG │ │ │ ├── IMG_7010.JPG │ │ │ ├── IMG_7011.JPG │ │ │ ├── IMG_7012.JPG │ │ │ └── IMG_7013.JPG │ │ └── standing │ │ │ ├── IMG_6984.JPG │ │ │ ├── IMG_6985.JPG │ │ │ ├── IMG_6990.JPG │ │ │ ├── IMG_6997.JPG │ │ │ ├── IMG_6998.JPG │ │ │ ├── IMG_6999.JPG │ │ │ ├── IMG_7000.JPG │ │ │ ├── IMG_7001.JPG │ │ │ ├── IMG_7002.JPG │ │ │ └── IMG_7003.JPG │ ├── Training │ │ ├── falling │ │ │ ├── 1494103494.8365166.png │ │ │ ├── 1494103494.852098.png │ │ │ ├── 1494103494.8677616.png │ │ │ ├── 1494103494.8833525.png │ │ │ ├── 1494103494.8989806.png │ │ │ ├── 1494103494.9146445.png │ │ │ ├── 1494103494.9302673.png │ │ │ ├── 1494103494.9503114.png │ │ │ ├── 1494103494.9659753.png │ │ │ ├── 1494103495.0128517.png │ │ │ ├── 1494103495.028448.png │ │ │ ├── 1494103495.0909517.png │ │ │ ├── 1494103495.1065903.png │ │ │ ├── 1494103495.1222062.png │ │ │ ├── 1494103495.1378317.png │ │ │ ├── 1494103495.1534605.png │ │ │ ├── 1494103495.1690867.png │ │ │ ├── 1494103495.1847122.png │ │ │ ├── 1494103495.2707155.png │ │ │ ├── 1494103495.286748.png │ │ │ ├── 1494103495.3926523.png │ │ │ ├── 1494103495.4083154.png │ │ │ ├── 1494103495.4239116.png │ │ │ ├── 1494103495.4395466.png │ │ │ ├── 1494103495.5020392.png │ │ │ ├── 1494103495.5332952.png │ │ │ ├── 1494103495.54895.png │ │ │ ├── 1494103495.5645497.png │ │ │ ├── 1494103495.5958047.png │ │ │ ├── 1494103495.6114573.png │ │ │ ├── 1494103495.6270921.png │ │ │ ├── 1494103495.6426797.png │ │ │ ├── 1494103495.6583433.png │ │ │ ├── 1494103495.6739638.png │ │ │ ├── 1494103495.7208123.png │ │ │ ├── 1494103495.7364411.png │ │ │ ├── 1494103495.7521055.png │ │ │ ├── 1494103495.7677283.png │ │ │ ├── 1494103495.783354.png │ │ │ ├── 1494103495.812016.png │ │ │ ├── 1494103495.8554773.png │ │ │ ├── 1494103495.8710992.png │ │ │ ├── 1494103495.8868752.png │ │ │ ├── 1494103495.9023528.png │ │ │ ├── 1494103495.9179814.png │ │ │ ├── 1494103495.9336438.png │ │ │ ├── 1494103495.9648612.png │ │ │ ├── 1494103496.0117743.png │ │ │ ├── 1494103496.0273674.png │ │ │ ├── 1494103496.0586572.png │ │ │ ├── 1494103496.0742774.png │ │ │ ├── 1494103496.089874.png │ │ │ ├── 1494103496.1055012.png │ │ │ ├── 1494103496.121127.png │ │ │ ├── 1494103496.1367528.png │ │ │ ├── 1494103496.152379.png │ │ │ ├── 1494103496.168007.png │ │ │ ├── 1494103496.2461379.png │ │ │ ├── 1494103496.3242772.png │ │ │ ├── 1494103496.3399065.png │ │ │ ├── 1494103496.3555295.png │ │ │ ├── 1494103496.3711638.png │ │ │ ├── 1494103496.3867805.png │ │ │ ├── 1494103496.4024415.png │ │ │ ├── 1494103496.4180336.png │ │ │ ├── 1494103496.4336612.png │ │ │ ├── 1494103496.4649477.png │ │ │ ├── 1494103496.4805715.png │ │ │ ├── 1494103496.4961674.png │ │ │ ├── 1494103496.5117922.png │ │ │ ├── 1494103496.5430794.png │ │ │ ├── 1494103496.5587056.png │ │ │ ├── 1494103496.5743427.png │ │ │ ├── 1494103496.5899928.png │ │ │ ├── 1494103496.6055532.png │ │ │ ├── 1494103496.6211815.png │ │ │ ├── 1494103496.6368048.png │ │ │ ├── 1494103496.6524682.png │ │ │ ├── 1494103496.6680954.png │ │ │ ├── 1494103496.6836877.png │ │ │ ├── 1494103496.7149768.png │ │ │ ├── 1494103496.730601.png │ │ │ ├── 1494103496.7461944.png │ │ │ ├── 1494103496.7618191.png │ │ │ ├── 1494103496.7774477.png │ │ │ ├── 1494103496.7930748.png │ │ │ ├── 1494103496.8098018.png │ │ │ ├── 1494103496.826046.png │ │ │ ├── 1494103496.8416748.png │ │ │ ├── IMG_6548.JPG │ │ │ ├── IMG_6557.JPG │ │ │ ├── IMG_6558.JPG │ │ │ ├── IMG_6559.JPG │ │ │ ├── IMG_6560.JPG │ │ │ ├── IMG_6561.JPG │ │ │ ├── IMG_6562.JPG │ │ │ ├── IMG_6639.JPG │ │ │ ├── IMG_6640.JPG │ │ │ ├── IMG_6641.JPG │ │ │ ├── IMG_6642.JPG │ │ │ ├── IMG_6643.JPG │ │ │ ├── IMG_6644.JPG │ │ │ ├── IMG_6645.JPG │ │ │ ├── IMG_6646.JPG │ │ │ ├── IMG_6650.JPG │ │ │ ├── IMG_6651.JPG │ │ │ ├── IMG_6652.JPG │ │ │ ├── IMG_6653.JPG │ │ │ ├── IMG_6654.JPG │ │ │ ├── IMG_6655.JPG │ │ │ ├── IMG_6656.JPG │ │ │ ├── IMG_6657.JPG │ │ │ ├── IMG_6658.JPG │ │ │ ├── IMG_6659.JPG │ │ │ ├── IMG_6660.JPG │ │ │ ├── IMG_6661.JPG │ │ │ ├── IMG_6662.JPG │ │ │ ├── IMG_6663.JPG │ │ │ ├── IMG_6666.JPG │ │ │ ├── IMG_6667.JPG │ │ │ ├── IMG_6695.JPG │ │ │ ├── IMG_6696.JPG │ │ │ ├── IMG_6697.JPG │ │ │ ├── IMG_6698.JPG │ │ │ ├── IMG_6699.JPG │ │ │ ├── IMG_6700.JPG │ │ │ ├── IMG_6701.JPG │ │ │ ├── IMG_6702.JPG │ │ │ ├── IMG_6703.JPG │ │ │ ├── IMG_6724.JPG │ │ │ ├── IMG_6725.JPG │ │ │ ├── IMG_6726.JPG │ │ │ ├── IMG_6727.JPG │ │ │ ├── IMG_6728.JPG │ │ │ ├── IMG_6729.JPG │ │ │ ├── IMG_6771.JPG │ │ │ ├── IMG_6772.JPG │ │ │ ├── IMG_6773.JPG │ │ │ ├── IMG_6774.JPG │ │ │ ├── IMG_6775.JPG │ │ │ ├── IMG_6776.JPG │ │ │ ├── IMG_6777.JPG │ │ │ ├── IMG_6778.JPG │ │ │ ├── IMG_6779.JPG │ │ │ ├── IMG_6811.JPG │ │ │ ├── IMG_6812.JPG │ │ │ ├── IMG_6813.JPG │ │ │ ├── IMG_6814.JPG │ │ │ ├── IMG_6815.JPG │ │ │ ├── IMG_6820.JPG │ │ │ ├── IMG_6827.JPG │ │ │ ├── IMG_6828.JPG │ │ │ ├── IMG_6829.JPG │ │ │ ├── IMG_6923.JPG │ │ │ ├── IMG_6924.JPG │ │ │ ├── IMG_6925.JPG │ │ │ ├── IMG_6926.JPG │ │ │ ├── IMG_6927.JPG │ │ │ ├── IMG_6928.JPG │ │ │ ├── IMG_6929.JPG │ │ │ ├── IMG_6930.JPG │ │ │ ├── IMG_6932.JPG │ │ │ ├── IMG_6933.JPG │ │ │ ├── IMG_6934.JPG │ │ │ ├── IMG_6936.JPG │ │ │ ├── IMG_6937.JPG │ │ │ ├── IMG_6938.JPG │ │ │ ├── IMG_6939.JPG │ │ │ ├── IMG_6940.JPG │ │ │ ├── IMG_6941.JPG │ │ │ ├── IMG_6942.JPG │ │ │ ├── IMG_6943.JPG │ │ │ ├── IMG_6944.JPG │ │ │ ├── IMG_6945.JPG │ │ │ ├── IMG_6946.JPG │ │ │ ├── IMG_6947.JPG │ │ │ ├── IMG_6948.JPG │ │ │ └── IMG_6950.JPG │ │ ├── sitting │ │ │ ├── 1494103283.3250847.png │ │ │ ├── 1494103283.356374.png │ │ │ ├── 1494103283.3719964.png │ │ │ ├── 1494103283.3876243.png │ │ │ ├── 1494103283.4032164.png │ │ │ ├── 1494103283.434498.png │ │ │ ├── 1494103283.450131.png │ │ │ ├── 1494103283.465724.png │ │ │ ├── 1494103283.4813848.png │ │ │ ├── 1494103283.5751107.png │ │ │ ├── 1494103283.5907483.png │ │ │ ├── 1494103283.6063993.png │ │ │ ├── 1494103283.6220236.png │ │ │ ├── 1494103283.63765.png │ │ │ ├── 1494103283.6532412.png │ │ │ ├── 1494103283.715748.png │ │ │ ├── 1494103283.7313738.png │ │ │ ├── 1494103283.7470012.png │ │ │ ├── 1494103283.8095436.png │ │ │ ├── 1494103283.8251376.png │ │ │ ├── 1494103283.887684.png │ │ │ ├── 1494103283.903268.png │ │ │ ├── 1494103283.9189298.png │ │ │ ├── 1494103283.9345226.png │ │ │ ├── 1494103283.950148.png │ │ │ ├── 1494103283.9657748.png │ │ │ ├── 1494103283.997028.png │ │ │ ├── 1494103284.0126562.png │ │ │ ├── 1494103284.1220767.png │ │ │ ├── 1494103284.1377037.png │ │ │ ├── 1494103284.1533194.png │ │ │ ├── 1494103284.1689587.png │ │ │ ├── 1494103284.18455.png │ │ │ ├── 1494103284.200211.png │ │ │ ├── 1494103284.2470548.png │ │ │ ├── 1494103284.2706647.png │ │ │ ├── 1494103284.317519.png │ │ │ ├── 1494103284.3331726.png │ │ │ ├── 1494103284.3487701.png │ │ │ ├── 1494103284.3643968.png │ │ │ ├── 1494103284.380022.png │ │ │ ├── 1494103284.4112759.png │ │ │ ├── 1494103284.4269013.png │ │ │ ├── 1494103284.4425676.png │ │ │ ├── 1494103284.458191.png │ │ │ ├── 1494103284.473783.png │ │ │ ├── 1494103284.4894094.png │ │ │ ├── 1494103284.5362895.png │ │ │ ├── 1494103284.5519187.png │ │ │ ├── 1494103284.5675771.png │ │ │ ├── 1494103284.58317.png │ │ │ ├── 1494103284.5987964.png │ │ │ ├── 1494103284.6144226.png │ │ │ ├── 1494103284.6456757.png │ │ │ ├── 1494103284.6925576.png │ │ │ ├── 1494103284.708181.png │ │ │ ├── 1494103284.7238076.png │ │ │ ├── 1494103284.7394342.png │ │ │ ├── 1494103284.7550604.png │ │ │ ├── 1494103284.7706873.png │ │ │ ├── 1494103284.8488352.png │ │ │ ├── 1494103284.8644493.png │ │ │ ├── 1494103284.8800755.png │ │ │ ├── 1494103284.8957427.png │ │ │ ├── 1494103284.9113348.png │ │ │ ├── 1494103284.958244.png │ │ │ ├── 1494103284.973837.png │ │ │ ├── 1494103284.9894633.png │ │ │ ├── 1494103285.0051181.png │ │ │ ├── 1494103285.020715.png │ │ │ ├── 1494103285.036342.png │ │ │ ├── 1494103285.083223.png │ │ │ ├── 1494103285.0988493.png │ │ │ ├── 1494103285.1145096.png │ │ │ ├── 1494104743.789457.png │ │ │ ├── 1494104743.8050818.png │ │ │ ├── 1494104743.8363397.png │ │ │ ├── 1494104743.8519661.png │ │ │ ├── 1494104743.8676243.png │ │ │ ├── 1494104743.8832152.png │ │ │ ├── 1494104743.9301074.png │ │ │ ├── IMG_6549.JPG │ │ │ ├── IMG_6550.JPG │ │ │ ├── IMG_6551.JPG │ │ │ ├── IMG_6552.JPG │ │ │ ├── IMG_6553.JPG │ │ │ ├── IMG_6554.JPG │ │ │ ├── IMG_6555.JPG │ │ │ ├── IMG_6556.JPG │ │ │ ├── IMG_6563.JPG │ │ │ ├── IMG_6610.JPG │ │ │ ├── IMG_6611.JPG │ │ │ ├── IMG_6612.JPG │ │ │ ├── IMG_6613.JPG │ │ │ ├── IMG_6614.JPG │ │ │ ├── IMG_6615.JPG │ │ │ ├── IMG_6616.JPG │ │ │ ├── IMG_6619.JPG │ │ │ ├── IMG_6620.JPG │ │ │ ├── IMG_6621.JPG │ │ │ ├── IMG_6622.JPG │ │ │ ├── IMG_6626.JPG │ │ │ ├── IMG_6629.JPG │ │ │ ├── IMG_6632.JPG │ │ │ ├── IMG_6633.JPG │ │ │ ├── IMG_6634.JPG │ │ │ ├── IMG_6714.JPG │ │ │ ├── IMG_6715.JPG │ │ │ ├── IMG_6717.JPG │ │ │ ├── IMG_6730.JPG │ │ │ ├── IMG_6731.JPG │ │ │ ├── IMG_6732.JPG │ │ │ ├── IMG_6735.JPG │ │ │ ├── IMG_6736.JPG │ │ │ ├── IMG_6743.JPG │ │ │ ├── IMG_6744.JPG │ │ │ ├── IMG_6745.JPG │ │ │ ├── IMG_6746.JPG │ │ │ ├── IMG_6747.JPG │ │ │ ├── IMG_6752.JPG │ │ │ ├── IMG_6753.JPG │ │ │ ├── IMG_6757.JPG │ │ │ ├── IMG_6758.JPG │ │ │ ├── IMG_6784.JPG │ │ │ ├── IMG_6804.JPG │ │ │ ├── IMG_6807.JPG │ │ │ ├── IMG_6809.JPG │ │ │ ├── IMG_6817.JPG │ │ │ ├── IMG_6826.JPG │ │ │ ├── IMG_6891.JPG │ │ │ ├── IMG_6892.JPG │ │ │ ├── IMG_6893.JPG │ │ │ ├── IMG_6894.JPG │ │ │ ├── IMG_6895.JPG │ │ │ ├── IMG_6896.JPG │ │ │ ├── IMG_6897.JPG │ │ │ ├── IMG_6902.JPG │ │ │ ├── IMG_6903.JPG │ │ │ ├── IMG_6904.JPG │ │ │ ├── IMG_6905.JPG │ │ │ ├── IMG_6906.JPG │ │ │ ├── IMG_6907.JPG │ │ │ ├── IMG_6908.JPG │ │ │ ├── IMG_6909.JPG │ │ │ ├── IMG_6910.JPG │ │ │ ├── IMG_6911.JPG │ │ │ ├── IMG_6912.JPG │ │ │ ├── IMG_6913.JPG │ │ │ ├── IMG_6914.JPG │ │ │ ├── IMG_6915.JPG │ │ │ ├── IMG_6916.JPG │ │ │ ├── IMG_6917.JPG │ │ │ ├── IMG_6918.JPG │ │ │ ├── IMG_6919.JPG │ │ │ ├── IMG_6953.JPG │ │ │ ├── IMG_6954.JPG │ │ │ ├── IMG_6958.JPG │ │ │ ├── IMG_6959.JPG │ │ │ ├── IMG_6960.JPG │ │ │ ├── IMG_6962.JPG │ │ │ ├── IMG_6977.JPG │ │ │ ├── IMG_6978.JPG │ │ │ └── IMG_6979.JPG │ │ └── standing │ │ │ ├── 1494103492.6525939.png │ │ │ ├── 1494103492.668222.png │ │ │ ├── 1494103492.699507.png │ │ │ ├── 1494103492.7151022.png │ │ │ ├── 1494103492.7307637.png │ │ │ ├── 1494103492.7776074.png │ │ │ ├── 1494103492.8870027.png │ │ │ ├── 1494103492.9026206.png │ │ │ ├── 1494103492.9182475.png │ │ │ ├── 1494103492.9339058.png │ │ │ ├── 1494103492.9495354.png │ │ │ ├── 1494103492.980754.png │ │ │ ├── 1494103492.9963834.png │ │ │ ├── 1494103493.0901427.png │ │ │ ├── 1494103493.1058273.png │ │ │ ├── 1494103493.1213965.png │ │ │ ├── 1494103493.1370275.png │ │ │ ├── 1494103493.152683.png │ │ │ ├── 1494103493.1682894.png │ │ │ ├── 1494103493.183901.png │ │ │ ├── 1494103493.1995275.png │ │ │ ├── 1494103493.2151544.png │ │ │ ├── 1494103493.2307806.png │ │ │ ├── 1494103493.2464075.png │ │ │ ├── 1494103493.262034.png │ │ │ ├── 1494103493.277661.png │ │ │ ├── 1494103493.2932875.png │ │ │ ├── 1494103493.3089504.png │ │ │ ├── 1494103493.355798.png │ │ │ ├── 1494103493.3714206.png │ │ │ ├── 1494103493.387081.png │ │ │ ├── 1494103493.402674.png │ │ │ ├── 1494103493.4183006.png │ │ │ ├── 1494103493.4339275.png │ │ │ ├── 1494103493.4495885.png │ │ │ ├── 1494103493.4652114.png │ │ │ ├── 1494103493.4808083.png │ │ │ ├── 1494103493.4964697.png │ │ │ ├── 1494103493.5745757.png │ │ │ ├── 1494103493.5902305.png │ │ │ ├── 1494103493.6058245.png │ │ │ ├── 1494103493.6214468.png │ │ │ ├── 1494103493.6683273.png │ │ │ ├── 1494103493.699582.png │ │ │ ├── 1494103493.7687933.png │ │ │ ├── 1494103493.7864976.png │ │ │ ├── 1494103493.7954268.png │ │ │ ├── 1494103493.8024843.png │ │ │ ├── 1494103493.8106391.png │ │ │ ├── 1494103493.8146813.png │ │ │ ├── 1494103493.8227084.png │ │ │ ├── 1494103493.8282478.png │ │ │ ├── 1494103493.8322573.png │ │ │ ├── 1494103493.8676188.png │ │ │ ├── 1494103493.8832476.png │ │ │ ├── 1494103493.914501.png │ │ │ ├── 1494103493.930161.png │ │ │ ├── 1494103493.9770396.png │ │ │ ├── 1494103493.9926667.png │ │ │ ├── 1494103494.0083008.png │ │ │ ├── 1494103494.0238879.png │ │ │ ├── 1494103494.070767.png │ │ │ ├── 1494103494.102021.png │ │ │ ├── 1494103494.180154.png │ │ │ ├── 1494103494.2114072.png │ │ │ ├── 1494103494.2270339.png │ │ │ ├── 1494103494.2582877.png │ │ │ ├── 1494103494.2739117.png │ │ │ ├── 1494103494.3051662.png │ │ │ ├── 1494103494.3208272.png │ │ │ ├── 1494103494.3833036.png │ │ │ ├── 1494103494.3989267.png │ │ │ ├── 1494103494.414551.png │ │ │ ├── 1494103494.4302096.png │ │ │ ├── 1494103494.445817.png │ │ │ ├── 1494103494.5083234.png │ │ │ ├── 1494103494.5239408.png │ │ │ ├── 1494103494.5395668.png │ │ │ ├── 1494103494.5551913.png │ │ │ ├── 1494103494.5708206.png │ │ │ ├── 1494103494.5864477.png │ │ │ ├── 1494103494.6333256.png │ │ │ ├── 1494103494.648954.png │ │ │ ├── 1494103494.6645808.png │ │ │ ├── 1494103494.6802077.png │ │ │ ├── 1494103494.711496.png │ │ │ ├── 1494103494.7271242.png │ │ │ ├── 1494103494.7427135.png │ │ │ ├── 1494103494.7583408.png │ │ │ ├── 1494103494.7739668.png │ │ │ ├── IMG_6516.JPG │ │ │ ├── IMG_6517.JPG │ │ │ ├── IMG_6519.JPG │ │ │ ├── IMG_6522.JPG │ │ │ ├── IMG_6523.JPG │ │ │ ├── IMG_6524.JPG │ │ │ ├── IMG_6525.JPG │ │ │ ├── IMG_6526.JPG │ │ │ ├── IMG_6529.JPG │ │ │ ├── IMG_6530.JPG │ │ │ ├── IMG_6531.JPG │ │ │ ├── IMG_6532.JPG │ │ │ ├── IMG_6568.JPG │ │ │ ├── IMG_6579.JPG │ │ │ ├── IMG_6582.JPG │ │ │ ├── IMG_6583.JPG │ │ │ ├── IMG_6584.JPG │ │ │ ├── IMG_6585.JPG │ │ │ ├── IMG_6586.JPG │ │ │ ├── IMG_6587.JPG │ │ │ ├── IMG_6590.JPG │ │ │ ├── IMG_6591.JPG │ │ │ ├── IMG_6592.JPG │ │ │ ├── IMG_6593.JPG │ │ │ ├── IMG_6594.JPG │ │ │ ├── IMG_6595.JPG │ │ │ ├── IMG_6597.JPG │ │ │ ├── IMG_6598.JPG │ │ │ ├── IMG_6599.JPG │ │ │ ├── IMG_6601.JPG │ │ │ ├── IMG_6602.JPG │ │ │ ├── IMG_6603.JPG │ │ │ ├── IMG_6604.JPG │ │ │ ├── IMG_6606.JPG │ │ │ ├── IMG_6607.JPG │ │ │ ├── IMG_6686.JPG │ │ │ ├── IMG_6688.JPG │ │ │ ├── IMG_6689.JPG │ │ │ ├── IMG_6691.JPG │ │ │ ├── IMG_6692.JPG │ │ │ ├── IMG_6693.JPG │ │ │ ├── IMG_6713.JPG │ │ │ ├── IMG_6737.JPG │ │ │ ├── IMG_6739.JPG │ │ │ ├── IMG_6763.JPG │ │ │ ├── IMG_6764.JPG │ │ │ ├── IMG_6766.JPG │ │ │ ├── IMG_6767.JPG │ │ │ ├── IMG_6769.JPG │ │ │ ├── IMG_6782.JPG │ │ │ ├── IMG_6783.JPG │ │ │ ├── IMG_6787.JPG │ │ │ ├── IMG_6788.JPG │ │ │ ├── IMG_6789.JPG │ │ │ ├── IMG_6790.JPG │ │ │ ├── IMG_6791.JPG │ │ │ ├── IMG_6795.JPG │ │ │ ├── IMG_6796.JPG │ │ │ ├── IMG_6797.JPG │ │ │ ├── IMG_6798.JPG │ │ │ ├── IMG_6799.JPG │ │ │ ├── IMG_6818.JPG │ │ │ ├── IMG_6821.JPG │ │ │ ├── IMG_6831.JPG │ │ │ ├── IMG_6832.JPG │ │ │ ├── IMG_6837.JPG │ │ │ ├── IMG_6846.JPG │ │ │ ├── IMG_6848.JPG │ │ │ ├── IMG_6849.JPG │ │ │ ├── IMG_6851.JPG │ │ │ ├── IMG_6861.JPG │ │ │ ├── IMG_6862.JPG │ │ │ ├── IMG_6864.JPG │ │ │ ├── IMG_6865.JPG │ │ │ ├── IMG_6866.JPG │ │ │ ├── IMG_6868.JPG │ │ │ ├── IMG_6871.JPG │ │ │ ├── IMG_6872.JPG │ │ │ ├── IMG_6874.JPG │ │ │ ├── IMG_6875.JPG │ │ │ ├── IMG_6876.JPG │ │ │ ├── IMG_6877.JPG │ │ │ ├── IMG_6878.JPG │ │ │ ├── IMG_6879.JPG │ │ │ ├── IMG_6880.JPG │ │ │ ├── IMG_6881.JPG │ │ │ ├── IMG_6882.JPG │ │ │ ├── IMG_6883.JPG │ │ │ ├── IMG_6884.JPG │ │ │ ├── IMG_6885.JPG │ │ │ ├── IMG_6886.JPG │ │ │ ├── IMG_6887.JPG │ │ │ ├── IMG_6889.JPG │ │ │ ├── IMG_6890.JPG │ │ │ ├── IMG_6899.JPG │ │ │ ├── IMG_6900.JPG │ │ │ └── IMG_6920.JPG │ └── Validation │ │ ├── falling │ │ ├── 1494104088.916967.png │ │ ├── 1494104088.9481895.png │ │ ├── 1494104088.963817.png │ │ ├── 1494104088.9794717.png │ │ ├── 1494104088.9950693.png │ │ ├── 1494104089.026325.png │ │ ├── 1494104089.1044595.png │ │ ├── 1494104089.1513376.png │ │ ├── 1494104089.1669638.png │ │ ├── 1494104089.2450957.png │ │ ├── 1494104089.2607229.png │ │ ├── 1494104089.2763567.png │ │ ├── 1494104089.2919757.png │ │ ├── 1494104089.3076065.png │ │ ├── 1494104089.3232334.png │ │ ├── 1494104089.3544858.png │ │ ├── 1494104089.3857431.png │ │ ├── IMG_6534.JPG │ │ ├── IMG_6535.JPG │ │ ├── IMG_6536.JPG │ │ ├── IMG_6537.JPG │ │ ├── IMG_6539.JPG │ │ ├── IMG_6540.JPG │ │ ├── IMG_6541.JPG │ │ ├── IMG_6542.JPG │ │ ├── IMG_6545.JPG │ │ ├── IMG_6546.JPG │ │ ├── IMG_6547.JPG │ │ ├── IMG_6647.JPG │ │ ├── IMG_6648.JPG │ │ ├── IMG_6664.JPG │ │ ├── IMG_6665.JPG │ │ ├── IMG_6721.JPG │ │ ├── IMG_6722.JPG │ │ └── IMG_6723.JPG │ │ ├── sitting │ │ ├── 1494104089.5107503.png │ │ ├── 1494104089.5263994.png │ │ ├── 1494104089.5420399.png │ │ ├── 1494104089.5576696.png │ │ ├── 1494104089.5732574.png │ │ ├── 1494104089.5888824.png │ │ ├── 1494104089.6045103.png │ │ ├── 1494104089.6201375.png │ │ ├── 1494104089.6357636.png │ │ ├── 1494104089.6514244.png │ │ ├── 1494104089.6982994.png │ │ ├── 1494104089.7139056.png │ │ ├── 1494104089.7295592.png │ │ ├── 1494104089.7451515.png │ │ ├── 1494104089.7607782.png │ │ ├── 1494104089.8233206.png │ │ ├── 1494104089.8389149.png │ │ ├── 1494104089.8545356.png │ │ ├── 1494104089.8701625.png │ │ ├── 1494104089.9326708.png │ │ ├── 1494104089.9639242.png │ │ ├── IMG_6564.JPG │ │ ├── IMG_6566.JPG │ │ ├── IMG_6609.JPG │ │ ├── IMG_6623.JPG │ │ ├── IMG_6624.JPG │ │ ├── IMG_6625.JPG │ │ ├── IMG_6627.JPG │ │ ├── IMG_6628.JPG │ │ ├── IMG_6635.JPG │ │ ├── IMG_6636.JPG │ │ ├── IMG_6637.JPG │ │ ├── IMG_6716.JPG │ │ ├── IMG_6748.JPG │ │ ├── IMG_6750.JPG │ │ ├── IMG_6751.JPG │ │ ├── IMG_6754.JPG │ │ ├── IMG_6755.JPG │ │ └── IMG_6756.JPG │ │ └── standing │ │ ├── 1494104088.4415586.png │ │ ├── 1494104088.457184.png │ │ ├── 1494104088.472811.png │ │ ├── 1494104088.488441.png │ │ ├── 1494104088.5040636.png │ │ ├── 1494104088.5353484.png │ │ ├── 1494104088.550946.png │ │ ├── 1494104088.5665722.png │ │ ├── 1494104088.5822005.png │ │ ├── 1494104088.5978255.png │ │ ├── 1494104088.6134503.png │ │ ├── 1494104088.629079.png │ │ ├── 1494104088.707211.png │ │ ├── 1494104088.7228372.png │ │ ├── 1494104088.7384696.png │ │ ├── IMG_6515.JPG │ │ ├── IMG_6518.JPG │ │ ├── IMG_6580.JPG │ │ ├── IMG_6581.JPG │ │ ├── IMG_6589.JPG │ │ ├── IMG_6596.JPG │ │ ├── IMG_6600.JPG │ │ ├── IMG_6687.JPG │ │ ├── IMG_6690.JPG │ │ ├── IMG_6770.JPG │ │ ├── IMG_6781.JPG │ │ ├── IMG_6786.JPG │ │ ├── IMG_6794.JPG │ │ ├── IMG_6800.JPG │ │ ├── IMG_6836.JPG │ │ ├── IMG_6844.JPG │ │ ├── IMG_6845.JPG │ │ └── IMG_6850.JPG └── original-proposal.pdf ├── Fall Detection Matlab ├── .gitattributes ├── README.md ├── calcOrientation.m ├── calcSpeed.m ├── coordInsideMask.m ├── drawEllipse.m ├── falldetection.m ├── findOrChg.m ├── fitellipse.m ├── images │ ├── flowchart.png │ ├── mask.png │ ├── mhi.png │ ├── original.png │ └── shape.png ├── initializeFallObj.m ├── license.md ├── maskInsideBBox.m ├── modifyMask.m ├── updateCheckPosFalls.m └── videos │ └── video.mp4 ├── LICENSE ├── README.md ├── brightness.py ├── requirements.txt ├── temporalnetfdd.py ├── temporalnetgeneral.py ├── temporalnetmulticam.py └── temporalneturfd.py /A fall detection CNN for elderly persons/.idea/vcs.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | -------------------------------------------------------------------------------- /A fall detection CNN for elderly persons/data/FinalData.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/munnam77/Fall-Detection-with-CNN/2eca3d3e0d3b37be1593d47fbf8cfe267f81178e/A fall detection CNN for elderly persons/data/FinalData.zip -------------------------------------------------------------------------------- /A fall detection CNN 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orChg = orientation-prevOr; 4 | if orChg >= 90 5 | orChg = orChg-180; 6 | elseif orChg <= -90 7 | orChg = orChg+180; 8 | end 9 | 10 | end -------------------------------------------------------------------------------- /Fall Detection Matlab/images/flowchart.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/munnam77/Fall-Detection-with-CNN/2eca3d3e0d3b37be1593d47fbf8cfe267f81178e/Fall Detection Matlab/images/flowchart.png -------------------------------------------------------------------------------- /Fall Detection Matlab/images/mask.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/munnam77/Fall-Detection-with-CNN/2eca3d3e0d3b37be1593d47fbf8cfe267f81178e/Fall Detection Matlab/images/mask.png -------------------------------------------------------------------------------- /Fall Detection Matlab/images/mhi.png: 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-------------------------------------------------------------------------------- /Fall Detection Matlab/initializeFallObj.m: -------------------------------------------------------------------------------- 1 | function posFalls = initializeFallObj(posFalls,noPosFalls) 2 | posFalls(noPosFalls).noFrames = 0; 3 | posFalls(noPosFalls).avgOrChg = 0; 4 | posFalls(noPosFalls).avgAreaChg = 0; 5 | posFalls(noPosFalls).speed = 0; 6 | end -------------------------------------------------------------------------------- /Fall Detection Matlab/maskInsideBBox.m: -------------------------------------------------------------------------------- 1 | function fgMask = maskInsideBBox(fgMask,box) 2 | fgMask(:,1:box(1)-1) = 0; 3 | fgMask(:,box(1)+box(3)+1:end) = 0; 4 | fgMask(1:box(2)-1,:) = 0; 5 | fgMask(box(2)+box(4)+1:end,:) = 0; 6 | end -------------------------------------------------------------------------------- /Fall Detection Matlab/modifyMask.m: -------------------------------------------------------------------------------- 1 | function fgClose = modifyMask(fgMask,strelType,strelSize) 2 | 3 | %finding foregorund mask, filling holes and closing gaps 4 | 5 | fgFill = imfill(fgMask,'holes'); 6 | fgClose = imclose(fgFill,strel(strelType,strelSize)); 7 | 8 | end -------------------------------------------------------------------------------- /Fall Detection Matlab/videos/video.mp4: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/munnam77/Fall-Detection-with-CNN/2eca3d3e0d3b37be1593d47fbf8cfe267f81178e/Fall Detection Matlab/videos/video.mp4 --------------------------------------------------------------------------------