<jupyter_start><jupyter_text>ESRGAN<jupyter_code>!git clone https://github.com/xinntao/ESRGAN
%cd ESRGAN
%cd models
!gdown --id 1pJ_T-V1dpb1ewoEra1TGSWl5e6H7M4NN
!gdown --id 1TPrz5QKd8DHHt1k8SRtm6tMiPjz_Qene
!gdown --id 1mSJ6Z40weL-dnPvi390xDd3uZBCFMeqr
!gdown --id 1MJFgqXJrMkPdKtiuy7C6xfsU1QIbXEb-
%cd ../
#cleanup folder defaults
!rm /content/ESRGAN/results/baboon_ESRGAN.png
!rm /content/ESRGAN/LR/*.png<jupyter_output><empty_output><jupyter_text>Add the images you want to superres to the `LR` folder inside `ESRGAN`. Then run the next cell.<jupyter_code>!python test.py<jupyter_output>Model path models/RRDB_ESRGAN_x4.pth. 
Testing...
1 04206
2 04211
3 04212
4 04245
5 04237
6 04239
7 04209
8 04228
9 04205
10 04221
11 04229
12 04207
13 04231
14 04220
15 04243
16 04246
17 04238
18 04240
19 04242
20 04226
21 04234
22 04248
23 04247
24 04241
25 04232
26 04210
27 04215
28 04219
29 04225
30 04227
31 04222
32 04216
33 04233
34 04224
35 04236
36 04230
37 04223
38 04244
39 04213
40 04217
41 04214
42 04235
43 04218
44 04208<jupyter_text>Let’s zip the results folder and then download it.<jupyter_code>!zip -r results.zip /content/ESRGAN/results<jupyter_output><empty_output>
{'fraction_non_alphanumeric': 0.07470288624787776, 'fraction_numerical': 0.2767402376910017, 'mean_word_length': 5.108808290155441, 'pattern_counts': {'":': 0, '<': 12, '<?xml version=': 0, '>': 12, 'https://': 1, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 1, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'chain_length': '3', 'dir': 'jupyter-structured-clean-dedup', 'id': '605159', 'license': 'Apache-2.0', 'n_tokens_mistral': 768, 'n_tokens_neox': 556, 'n_words': 147, 'path': 'ESRGAN.ipynb', 'repo_name': 'dvschultz/ESRGAN', 'size': '1178'}