Hotfix/python3.5 support #116
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Add information about required python version. Fixes MarvinTeichmann#36, MarvinTeichmann#35 and MarvinTeichmann#34.
- Removed redundant assignment of logits['feed4']
- scipy.misc.imread reads HWC, not WHC; in all other parts of the code outside this docstring, height is in the 0th dim.
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python3.5 support
2017-08-23 16:21:00.605727: I tensorflow/core/common_runtime/gpu/gpu_device.cc:977] Creating TensorFlow device (/gpu:0) -> (device: 0, name: GeForce GTX 1060 6GB, pci bus id: 0000:01:00.0)
2017-08-23 16:21:00,784 INFO Evaluation Finished. All results will be saved to:
2017-08-23 16:21:00,785 INFO /home/tyler/KittiSeg/hypes/../RUNS/KittiSeg_2017_08_23_16.15
2017-08-23 16:21:00,941 INFO Raw Results:
2017-08-23 16:21:00,941 INFO [train] MaxF1 (raw) : 88.2093
2017-08-23 16:21:00,941 INFO [train] BestThresh (raw) : 12.5490
2017-08-23 16:21:00,941 INFO [train] Average Precision (raw) : 89.8552
2017-08-23 16:21:00,941 INFO [val] MaxF1 (raw) : 85.5898
2017-08-23 16:21:00,941 INFO [val] BestThresh (raw) : 7.0588
2017-08-23 16:21:00,941 INFO [val] Average Precision (raw) : 88.1640
2017-08-23 16:21:00,941 INFO Speed (msec) (raw) : 191.4068
2017-08-23 16:21:00,941 INFO Speed (fps) (raw) : 5.2245
2017-08-23 16:21:00,941 INFO Smooth Results:
2017-08-23 16:21:00,942 INFO [train] MaxF1 (smooth) : 88.2093
2017-08-23 16:21:00,942 INFO [train] BestThresh (smooth) : 12.5490
2017-08-23 16:21:00,942 INFO [train] Average Precision (smooth) : 89.8552
2017-08-23 16:21:00,942 INFO [val] MaxF1 (smooth) : 85.5898
2017-08-23 16:21:00,942 INFO [val] BestThresh (smooth) : 7.0588
2017-08-23 16:21:00,942 INFO [val] Average Precision (smooth) : 88.1640
2017-08-23 16:21:00,942 INFO Speed (msec) (smooth) : 191.4068
2017-08-23 16:21:00,942 INFO Speed (fps) (smooth) : 5.2245
2017-08-23 16:21:41,390 INFO Step 120/12000: loss = 0.43; lr = 1.00e-05; 0.809 sec (per Batch); 1.2 imgs/sec
2017-08-23 16:21:42,636 INFO (raw) Acc. : 0.94, xentropy: 0.17, weight_loss: 0.38
2017-08-23 16:21:42,636 INFO (smooth) Acc. : 0.72, xentropy: 0.57, weight_loss: 0.38