Image-to-Text
Transformers
Safetensors
English
Russian
pp_ocrv6_small_rec
captcha
ocr
minecraft
pp-ocrv6
text-recognition
cyrillic
Instructions to use Titlehhhh/captchaocr-ppocrv6 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Titlehhhh/captchaocr-ppocrv6 with Transformers:
# Use a pipeline as a high-level helper # Warning: Pipeline type "image-to-text" is no longer supported in transformers v5. # You must load the model directly (see below) or downgrade to v4.x with: # pip install "transformers<5.0.0" from transformers import pipeline pipe = pipeline("image-to-text", model="Titlehhhh/captchaocr-ppocrv6")# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("Titlehhhh/captchaocr-ppocrv6", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit History
9 days ago
-
Rewrite model card: measured results, held-out table, limitations
Verified signature93fab11
15 days ago
-
model card: describe universal_v1, not the previous all20 run
Verified signature37556a8
16 days ago
-
universal_v1: 18 762-class head (Cyrillic added), 18-type universal model (median 0.8875)
Verified signature27eb6fe
18 days ago
-
Upload folder using huggingface_hub
Verified signature6a376ba
20 days ago
-
Card: add the other-captcha-models table (12 foreign models, one protocol) and our own models (a different protocol)
Verified signaturef5e30eb -
Card: drop the stale dataset size from the archived-benchmark note
Verified signature68902ce -
Correct the dataset description: the training set is the published 23 000-PNG render (commit 6248c5b9), not a local one
Verified signature24b7b46 -
Add the fine-tuned PP-OCRv6 weights (WiSE-FT soup, alpha=0.4)
Verified signature43a6558 -
C7: honest card — 6 epochs/240 of 1230 steps, measured sources, no weights
Verified signatureedb41f7 -
CaptchaOCR model card: add captcha gallery from the dataset repo
Verified signaturedab1d48 -
CaptchaOCR PP-OCRv6: model card (weights pending the training run)
Verified signaturef63f2cb -
initial commit
Verified signature908bb75