incremental_detectors
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kshmelkov
Cannot get the similar result as the paper reported
The mAP on VOC2007 is as follows (19 classes and 19+1 classes): | Category | mAP (40k, 1000000 img) | |---------------+--------------------------| | aeroplane | 3.9 | | bicycle | 9.1 | | bird | 9.1 | | boat | 9.1 | | bottle | 16.6 | | bus | 14.1 | | car | 18.0 | | cat | 9.1 | | chair | 9.1 | | cow | 9.1 | | diningtable | 9.1 | | dog | 9.1 | | horse | 17.4 | | motorbike | 17.7 | | person | 16.4 | | pottedplant | 5.5 | | sheep | 0.0 | | sofa | 9.1 | | train | 9.1 | | tvmonitor | 0.0 | | AVERAGE 1-10 | 10.7 | | AVERAGE 11-20 | 9.3 | | AVERAGE ALL | 10.0 |
| Category | mAP (5k, 1000000 img) | |---------------+-------------------------| | aeroplane | 3.9 | | bicycle | 9.1 | | bird | 9.1 | | boat | 9.1 | | bottle | 16.6 | | bus | 14.1 | | car | 18.0 | | cat | 9.1 | | chair | 9.1 | | cow | 9.1 | | diningtable | 9.1 | | dog | 9.1 | | horse | 17.5 | | motorbike | 17.7 | | person | 16.4 | | pottedplant | 5.5 | | sheep | 0.0 | | sofa | 9.1 | | train | 9.1 | | tvmonitor | 0.4 | | AVERAGE 1-10 | 10.7 | | AVERAGE 11-20 | 9.4 | | AVERAGE ALL | 10.0 |
It seems the models are incrementally learning. However, the mAP is to much lower than the reported results of the paper.
Hi , I have the same problem as you , did you solve this problem? @pyun-ram
@pyun-ram, @YananGu, @WeiShanshan123, @CSUPengJ2017 guys can anyone tell me how to get "voc07-trainval-proposals"? I am getting error like this:
tensorflow.python.framework.errors_impl.UnknownError: NewRandomAccessFile failed to Create/Open: F:/Niranjan/Projects/incremental_detectors-master/datasets\voc07-trainval-proposals : Access is denied. ; Input/output error [[{{node parallel_read/ReaderReadV2}}]]
