Automatically Generate Image CAPTCHAs with Python for Enhanced Security



#Python #DataScience
#MachineLearning #AI


🆔 @Python4all_pro

A python tool that uses GPT-4, FFmpeg, and OpenCV to automatically analyze videos, extract the most interesting sections, and crop them for an improved viewing experience.

Helps you generate YouTube Shorts from long videos by leveraging Whisper for transcription and GPT-4 for highlight extraction and vertical cropping.

What it offers:

→ Downloads videos directly from YouTube URLs.

→ Transcribes video content using Whisper for accurate text representation.

→ Extracts engaging highlights from transcriptions using GPT-4, identifying key moments.

→ Detects speakers within the video content.

→ Crops video highlights vertically, optimizing them for YouTube Shorts format.

https://github. com/SamurAIGPT/AI-Youtube-Shorts-Generator



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Checking Stocks Price Using #Python


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Candlestick Chart Plot using #Python


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Jupyter Notebooks to visualize various topics in Linear Algebra

https://github.com/fastai/numerical-linear-algebra?tab=readme-ov-file



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یک فانکشن کاربردی برای پاک‌سازی کامل RAM سیستم و GPU VRAM از آبجکت‌هایی که در ادامه‌ی کد بهشون نیازی ندارین و مشاهده‌ی فضای اشغال‌شده‌ی GPU.

import gc
import time


def clear_memory():
    # Delete variables if they exist in the current global scope
    if "inputs" in globals():
        del globals()["inputs"]
    if "model" in globals():
        del globals()["model"]
    if "processor" in globals():
        del globals()["processor"]
    if "trainer" in globals():
        del globals()["trainer"]
    if "peft_model" in globals():
        del globals()["peft_model"]
    if "bnb_config" in globals():
        del globals()["bnb_config"]
    time.sleep(2)

    # Garbage collection and clearing CUDA memory
    gc.collect()
    time.sleep(2)
    torch.cuda.empty_cache()
    torch.cuda.synchronize()
    time.sleep(2)
    gc.collect()
    time.sleep(2)

    print(f"GPU allocated memory: {torch.cuda.memory_allocated() / 1024**3:.2f} GB")
    print(f"GPU reserved memory: {torch.cuda.memory_reserved() / 1024**3:.2f} GB")


clear_memory()

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Python Program to Check Whether a Given Number is Even or Odd using Recursion


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Python library for data loading

🔗 https://github.com/dlt-hub/dlt


#python #library

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Visualizing Molecular Structures from SMILES Using RDKit

#پایتون
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Online database design tool and SQL generator

https://github.com/drawdb-io/drawdb

#پایتون
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#Python library for creating math animations

https://github.com/3b1b/manim

#پایتون
🆔 @Python4all_pro

اگه می خواین پایتون بیشتر به صورت Functional بنویسید به این سه تا لایبری یه نگاه بکنید:

1- functools
2- itertools
3- more-itertools (https://more-itertools.readthedocs.io/en/stable/api.html)

#پایتون
🆔 @Python4all_pro

LaTeX math problem using #Python


#پایتون
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Graph of Sine and Cosine Functions Using #Python



#پایتون
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Trend chart plot using #Python



#پایتون
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دوره آموزش بازی سازی موبایلی را امروز با قیمت باورنکردنی با ۹۵٪ تخفیف تهیه کنید

دوره برای ده نفر اول ۹۵ درصد تخفیف داره
بعد از اون تخفیف کم میشه
👇👇👇

zaya.io/jhwfo

با این دوره یه مهارت  جالب و جذاب رو ياد بگیرید وبه بازار پرسود ساخت بازی برای موبایل وارد بشید

🔥 MetaGPT
Metagpt is a framework that converts a simple text description of the problem into a full package of design documentation and code!

🌟 He models the work of an IT company, assigning various roles, such as a product manager, project manager, engineer and others, each of which corresponds to an agent based on a large language model. These agents interact with each other, following standardized operating procedures (SOP), which allows you to effectively develop complex software products.

🔐 License: MIT


🖥 Github



#پایتون #علم_داده
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