👉 Pytorch

This repository has a collection of best tutorials, projects, libraries, videos, papers, books and anything related to the incredible PyTorch.

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🖥 Python code to find info about Chemical Formula

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A curated list of awesome Python frameworks, libraries, software and resources.

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🖥 Face swap on python.

pip install --user opencv-python insightface matplotlib
# скачай 'inswapper_128.onnx' отсюда 'clck.ru/36ct6v' и закинь в папку с кодом
import cv2
import insightface
from insightface.app import FaceAnalysis
import matplotlib.pyplot as plt

app = FaceAnalysis(name='buffalo_l')
app.prepare(ctx_id=0, det_size=(640, 640))
swapper = insightface.model_zoo.get_model('inswapper_128.onnx')

def swap_faces(img):
img = cv2.imread(img)
fig, ax = plt.subplots(1, 1, figsize=(10, 5))
ax.imshow(img[:,:,::-1])
ax.axis('off'); plt.show()
faces = app.get(img)
face1, face2 = faces[0], faces[1]
imgnew = img.copy()
imgnew = swapper.get(imgnew, face1, face2, paste_back=True)
imgnew = swapper.get(imgnew, face2, face1, paste_back=True)
fig, ax = plt.subplots(1, 1, figsize=(10, 5))
ax.imshow(imgnew[:,:,::-1])
ax.axis('off'); plt.show()
return imgnew


swap_faces('ТУТ ТВОЁ ИЗОБРАЖЕНИЕ')



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🔅 Create an Audiobook in Python

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import PyPDF2
import pyttsx3
# Read the pdf by specifying the path in your computer 
pdfReader = PyPDF2.PdfFileReader(open('clcoding.pdf', 'rb'))
# Get the handle to speaker
speaker = pyttsx3.init()
# split the pages and read one by one
for page_num in range(pdfReader.numPages): 
    text = pdfReader.getPage(page_num).extractText() 
    speaker.say(text)
    speaker.runAndWait()
# stop the speaker after completion 
speaker.stop() 
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engine.save_to_file(text, 'E:\audio.mp3') 
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🔥 flowty-realtime-lcm-canvas

A realtime sketch to image demo using LCM and the gradio library.

Source: https://github.com/flowtyone/flowty-realtime-lcm-canvas

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Support Vector Machines in OpenCV

Article: https://machinelearningmastery.com/support-vector-machines-in-opencv/

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🔥 Building and Evaluating Advanced RAG Applications

A new free course from deeplearning.ai on complex RAG (Retrieval Augmented Generation ) techniques has been released.🦾

This course teaches advanced LLM techniques that will help you generate good and relevant answers and...

deeplearning.ai/short-courses/building-evaluating-advanced-rag/

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🎞 Pytube is a lightweight #Python library that enables you to download #YouTube videos and playlists in specific formats and resolutions.

https://github.com/pytube/pytube

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🖥 Calculate derivatives in Python

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