sketch.py

The whole point of this is convert a picture to look like a cartoon sketch and the results are pretty good I feel. First step is to take the input image and convert it to grey scale. Second step is to invert this greyscale. Then we use Gaussian blur to blur the inverted image. Fourth step would be to invert back the blurred inverted image. The final step is to divide the gray imaage with the Inverted blur image. dividing the grayscale image by the inverse of the blurred image, remains with the highlights the boldest edges. This results in the sketch of the uploaded image.

sketch_live.py

This file opens up the web camera and converts each frame into a sketch in real time.

bgremove.py

We are trying to build a background removal app and the modules used here are cvzone and mediapipe.

Import the SelfiSegmentation from cvzone.SelfiSegmentationModule.

The removeBG module removes the background of the image, not much to do here, will need to try how to do this from scratch some day.

Open CV - Convert a picture to look like a cartoon sketch in python

Related tags

Overview

sketch.py

sketch_live.py

bgremove.py

Owner

Sammith S Bharadwaj

DeepMetaHandles: Learning Deformation Meta-Handles of 3D Meshes with Biharmonic Coordinates

Official implementation of VQ-Diffusion

Deep Learning ❤️ OneFlow

Code for HLA-Face: Joint High-Low Adaptation for Low Light Face Detection (CVPR21)

a Lightweight library for sequential learning agents, including reinforcement learning

Course content and resources for the AIAIART course.

A framework that constructs deep neural networks, autoencoders, logistic regressors, and linear networks

Explainable Zero-Shot Topic Extraction

PyTorch implementation of normalizing flow models

Official Code For TDEER: An Efficient Translating Decoding Schema for Joint Extraction of Entities and Relations (EMNLP2021)

MultiTaskLearning - Multi Task Learning for 3D segmentation

Files for a tutorial to train SegNet for road scenes using the CamVid dataset

Attendance Monitoring with Face Recognition using Python

Brain tumor detection using Convolution-Neural Network (CNN)

Relative Uncertainty Learning for Facial Expression Recognition

Research Artifact of USENIX Security 2022 Paper: Automated Side Channel Analysis of Media Software with Manifold Learning

ZeroGen: Efficient Zero-shot Learning via Dataset Generation

Code for AA-RMVSNet: Adaptive Aggregation Recurrent Multi-view Stereo Network (ICCV 2021).

NEG loss implemented in pytorch

Learning View Priors for Single-view 3D Reconstruction (CVPR 2019)