
Project Computer Vision-Writer Identification and Writer Retrieval
#train: 1182 > compute VLAD for test #test: 3600 100%|███████████████████████| 3600/3600 [03:06<00:00, 23.58it/s] > evaluate Top-1 accuracy: 0.8252777777777778 - mAP: 0.6322492880620519 > compute VLAD for train (for E-SVM) 100%|███████████████████████| 1182/1182 [00:47<00:00, 24.75it/s] > esvm computation 100%|███████████████████████| 3600/3600 [04:22<00:00, 11.16it/s] > evaluate Top-1 accuracy: 0.8855555555555555 - mAP: 0.7529465135552553
Hardware
CPU | Intel 8700K @4.4GHz all cores |
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RAM | 16GB @3000MHz |
NVMe SSD | 512GB |
GPU | GTX 1070Ti 8GB |
Interesting Stuff:
Multiprocessing in Python
Argument parsing
File processing