haotian-liu / LLaVA

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
https://llava.hliu.cc
Apache License 2.0
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having problems reading the outputs of images. #1434

Open kefaslungu opened 5 months ago

kefaslungu commented 5 months ago

Describe the issue

Issue: I'm trying to use the gradio_client python library to run LLaVa

Command:

from gradio_client import Client, file
imagePath = ""# a path to an image on your computer, or a url to an image
client = Client("https://llava.hliu.cc/")
job = client.submit("what image is this, file(imagePath), "Crop", api_name="/add_text")

return(job.result())# it returns a tuple, instead of a byte, string 

Log/output:

([['<img src="data:image/jpeg;base64,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alt="user upload image" />what image is this', None]], '', None)                                     

How I tried to fix the issue:

I used this function

import base64
def encodeImage(image_path):
    with open(image_path, "rb") as image_file:
        return base64.b64encode(image_file.read()).decode('utf-8')

then I tried to decode the image using the above function before submitting it to gradio, but it didn't work

after that, I did this:

def decodeBytes(byte_data):
    return base64.b64decode(byte_data).decode('utf-8')

This function in the other hand, is being called after gradio's request, but I got an error like this:

  File "C:\Users\kefas\python programs\gradio.py", line 9, in <module>                                                                                                      
    decoded_result = base64.b64decode(job.result()).decode('utf-8')                                                                                                         
  File "C:\Program Files\Python310\lib\base64.py", line 80, in b64decode                                                                                                    
    s = _bytes_from_decode_data(s)                                                                                                                                          
  File "C:\Program Files\Python310\lib\base64.py", line 45, in _bytes_from_decode_data                                                                                      
    raise TypeError("argument should be a bytes-like object or ASCII "                                                                                                      
TypeError: argument should be a bytes-like object or ASCII string, not 'tuple'

What can I do?

MarinXue commented 4 months ago

Describe the issue

Issue: I'm trying to use the gradio_client python library to run LLaVa

Command:

from gradio_client import Client, file
imagePath = ""# a path to an image on your computer, or a url to an image
client = Client("https://llava.hliu.cc/")
job = client.submit("what image is this, file(imagePath), "Crop", api_name="/add_text")

return(job.result())# it returns a tuple, instead of a byte, string 

Log/output:

([['<img 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alt="user upload image" />what image is this', None]], '', None)                                     

How I tried to fix the issue:

I used this function

import base64
def encodeImage(image_path):
  with open(image_path, "rb") as image_file:
      return base64.b64encode(image_file.read()).decode('utf-8')

then I tried to decode the image using the above function before submitting it to gradio, but it didn't work

after that, I did this:

def decodeBytes(byte_data):
    return base64.b64decode(byte_data).decode('utf-8')

This function in the other hand, is being called after gradio's request, but I got an error like this:

  File "C:\Users\kefas\python programs\gradio.py", line 9, in <module>                                                                                                      
    decoded_result = base64.b64decode(job.result()).decode('utf-8')                                                                                                         
  File "C:\Program Files\Python310\lib\base64.py", line 80, in b64decode                                                                                                    
    s = _bytes_from_decode_data(s)                                                                                                                                          
  File "C:\Program Files\Python310\lib\base64.py", line 45, in _bytes_from_decode_data                                                                                      
    raise TypeError("argument should be a bytes-like object or ASCII "                                                                                                      
TypeError: argument should be a bytes-like object or ASCII string, not 'tuple'

What can I do?

same problem +1