Python Projects with Source Code

Time needed: 5 minutes

A complete machine learning project walk-through in Python. Also, this is a procurement analysis project + python.

• Hand Landmark Detection OpenCV

  Many human hand-related computer vision applications, such as hand posture estimation, hand gesture identification, human activity analysis, and so on, require hand detection as a vital pre-processing method.

• Real-Time Face Blur OpenCV

  FACE BLUR is a light cream with multi-filtering effects that instantly smooths the skin while minimizing pores. Perfect AND SOFT SKIN: Provides flawless skin by concealing pores.

• Holistic Detection OpenCV

  The image composition and the components revealed influence holistic object detection, which is not agnostic to the overall content of the image.

• Real-Time Smile Detection OpenCV

  A feature of a digital camera that prevents the camera from taking a photo unless the subject smiles. When a smile appears on the person’s face, the camera’s software detects it and takes the photo.

• Real-Time Text Detection OpenCV

  This is the framework for assisting visually challenged people in reading text patterns and converting them to audio.

• Gender and Age Detection with OpenCV

  Computer Vision is a branch of study that allows computers to perceive and recognize digital images and movies, something that only humans (and animals) can do. Object recognition, video tracking, motion estimation, and image restoration are some of the procedures involved.

• Chatbot with NLTK and Keras

  I’m sure you’ve had countless conversations with machines. It may be your Google Assistant, Alexa, Siri, or a website’s clever bot. Even pizza delivery orders can be taken by a chatbot.

• Driver Drowsiness Detection with OpenCV and Keras

  Driving when tired is exceedingly dangerous, and hundreds of accidents occur each year as a result of driver inattention. By notifying the driver when he or she feels drowsy, the drowsiness detection system can save a life.

• Traffic Signs Recognition with Keras and CNN

  We are rapidly approaching a future in which we shall travel in self-driving cars. The automobiles will be entirely autonomous, so all you have to do is choose your destination and the car will drive you there. The ability of autonomous vehicles to observe traffic signs on the road is a significant hurdle.

• Image Caption Generator with CNN & LSTM

  The project’s goal is to create a model that can automatically generate captions for images. Humans can easily grasp an image just by looking at it, while computers have a difficult time doing so. The image caption generator model is built using image processing and natural language processing techniques.

• News Aggregator App with Django Framework

• Handwritten Digit Recognition with Deep Learning

  In today’s world, machines are becoming increasingly clever. It’s interesting to see what developers can create using new machine learning and deep learning approaches. The handwritten digit recognition project is a fantastic way to get started in the subject of machine learning.