deep-text-recognition-benchmark
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clovaai
Text recognition (optical character recognition) with deep learning methods, ICCV 2019
I am trying to fine-tune pretrained easyocr model english_g2.pth ( that i found in local system ./EasyOCR/model ). I need fine tune just digits ( 0...9 ). And i get...
my train command: CUDA_VISIBLE_DEVICES=0 python3 train.py \ --train_data data/cropped_images_lmdb \ --valid_data data/cropped_images_lmdb \ --Transformation None \ --FeatureExtraction VGG \ --SequenceModeling BiLSTM \ --Prediction CTC \ --num_iter 1000 i got (env)...
Hi! Has anyone faced the issue of ideal accuracy already on the 20th iteration of FT, but with poor results? This is my training command: `!python train.py --train_data /content/drive/MyDrive/lmbd_output_train --valid_data...
Hello there! I trained a model using your trainer, and now I want to use DirectML accelerator on AMD GPU (rx580) on Windows. Is it possible? So far I have...
How do you exactly freeze layers during FineTuning? I want to freeze feature extraction layers because i my finetuned model stops recognizing the old data the pretrained model recognizes, but...
I'm trying to fine tune EasyOCR to improve accuracy with digits and special characters. I found this dataset on [Kaggle](https://www.kaggle.com/datasets/loayhassanali/characters-and-digits-for-classification?resource=download) and applied the method outlined in this [tutorial](https://freedium.cfd/https://pub.towardsai.net/how-to-fine-tune-easyocr-to-achieve-better-ocr-performance-1540f5076428). I tested...
