Today: June 21, 2025
admin Posted on 11:55 am

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

CPUIntel 8700K @4.4GHz all cores
RAM16GB @3000MHz
NVMe SSD512GB
GPUGTX 1070Ti 8GB
Interesting Stuff: 

Multiprocessing in Python

Argument parsing

File processing

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