jtn-ms / gradio.apps

gradio.apps

source

• chatbot

  • GPT4Tools

• face

  • deepface: vgg-face
  • face_recognition
  • inswapper
  • refacer

• super resolution

  • CodeFormer: face

• audio

  • speechbrain
  • transformers

• ocr

  • paddleOCR
  • tesseractOCR
  • pororoOCR
  • chineseOCR: detection(ctpn) + recognition(DenseNet + CTC)
  • cnOCR: PyTorch/MXNet
  • HyperLPR: Keras

• vehicle

  • ssd

• video

  • moviepy
  • videogrep
  • vosk - video transcribe
  • backgroundremover: no library supported, just command-line tool
  • rembg

• video + speech recognition

  • Video2Description

• Translator

  • Korean-English-translator
  • Chatgpt-based Koalpaca-Translation-KR2EN
  • Chatgpt-based zh2en
  • Chatgpt-based ko2en

• Text2Image

  • stabilityai/stable-diffusion-xl-base-1.0

• Image2Image

  • stabilityai/stable-diffusion-xl-refiner-1.0

• Speech2Text

  • https://github.com/openai/whisper

• Text2Speech

  • https://github.com/suno-ai/bark

Models

• overview: https://platform.openai.com/docs/models/overview
• whisper - speech2text: https://github.com/openai/whisper.git
• https://huggingface.co/models?pipeline_tag=translation&sort=downloads
• https://huggingface.co/models?sort=downloads

Articles

• https://github.com/christianversloot/machine-learning-articles
• https://huggingface.co/docs/transformers/pipeline_tutorial

Docker Images

name	base	content
llama2-webui	py3	llama2 - chatbot & code completion
speechbrain	py3	text2speech, speech2text
refacer	py3	refacer-face swap, inswapper-face swap, codeformer - face restoration
ocr	py3	facerecognition - rec/det, cnocr - chn, paddleocr - all, pororoocr - ko/en
ssd	py2	chinese_ocr, hyplr-1(chinese license plat recognition), surveillance, vehicle insurance
nvm	py3	base image
opencv3	py2	base image
py3		base image
py2		base image
mongo		base image

py3 only

• tensorflow2
• gradio

Utils

clean cache

pip cache purge
apt clean

make clean