Python | Machine Learning | Coding | R
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Discover powerful insights with Python, Machine Learning, Coding, and Rβ€”your essential toolkit for data-driven solutions, smart alg

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πŸ”­ Daily Useful Scripts

Daily.py is a repository that provides a collection of ready-to-use Python scripts for automating common daily tasks.

git clone https://github.com/Chamepp/Daily.py.git

β–ͺ Github: https://github.com/Chamepp/Daily.py

https://t.iss.one/CodeProgrammer
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Introduction to Python

Learn fundamental concepts for Python beginners that will help you get started on your journey to learn Python. These tutorials focus on the absolutely essential things you need to know about Python.

What You’ll Learn:
β€’ Installing a Python environment
β€’ The basics of the Python language

https://realpython.com/learning-paths/python3-introduction/

https://t.iss.one/CodeProgrammer
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Flask by Example

You’re going to start building a Flask app that calculates word-frequency pairs based on the text from a given URL. This is a full-stack tutorial covering a number of web development techniques. Jump right in and discover the basics of Python web development with the Flask microframework.

https://realpython.com/learning-paths/flask-by-example/

https://t.iss.one/CodeProgrammer
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πŸ‘β€πŸ—¨ Running YOLOv7 algorithm on your webcam using Ikomia API
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Python | Machine Learning | Coding | R
πŸ‘β€πŸ—¨ Running YOLOv7 algorithm on your webcam using Ikomia API
πŸ‘β€πŸ—¨ Running YOLOv7 algorithm on your webcam using Ikomia API

from ikomia.dataprocess.workflow import Workflow
from ikomia.utils import ik
from ikomia.utils.displayIO import display
import cv2

stream = cv2.VideoCapture(0)

# Init the workflow
wf = Workflow()

# Add color conversion
cvt = wf.add_task(ik.ocv_color_conversion(code=str(cv2.COLOR_BGR2RGB)), auto_connect=True)

# Add YOLOv7 detection
yolo = wf.add_task(ik.infer_yolo_v7(conf_thres="0.7"), auto_connect=True)

while True:
ret, frame = stream.read()

# Test if streaming is OK
if not ret:
continue

# Run workflow on image
wf.run_on(frame)

# Display results from "yolo"
display(
yolo.get_image_with_graphics(),
title="Object Detection - press 'q' to quit",
viewer="opencv"
)

# Press 'q' to quit the streaming process
if cv2.waitKey(1) & 0xFF == ord('q'):
break

# After the loop release the stream object
stream.release()

# Destroy all windows
cv2.destroyAllWindows()


https://t.iss.one/CodeProgrammer
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πŸ–₯ Generate API docs under a minute in Django

https://t.iss.one/CodeProgrammer
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πŸ‘Savant: Supercharged Computer Vision and Video Analytics Framework on DeepStream

git clone https://github.com/insight-platform/Savant.git

cd Savant/samples/peoplenet_detector

git lfs pull


β–ͺGithub: https://github.com/insight-platform/Savant

https://t.iss.one/CodeProgrammer
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πŸ–₯ Convert PDF to docx using Python

β–ͺGithub: https://github.com/dothinking/pdf2docx

https://t.iss.one/CodeProgrammer

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ML_cheatsheets.pdf
6.5 MB
Machine Learning cheatsheet (very important)

https://t.iss.one/CodeProgrammer

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βœ‹ Hand gesture recognition

Full Source Code πŸ‘‡πŸ‘‡πŸ‘‡πŸ‘‡
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