vermavinay982/autoencoder-mnist-clustering

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vermavinay982/autoencoder-mnist-clustering

vermavinay982

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Applied KMeans to Cluster MNIST features generated via Autoencoders. Unsupervised Learning.

haar-cascades-collection

Contains all the haarcascades collected for feature detection in human face or body or also for not a human too.

numpy-image-processing

Edge Detect, Histogram, Noise Removal, Bit Plane, Image Resize using NumPy and the matrix operations

Jupyter Notebook

mask-alert-tf-js

Trained mask model using Teachable ML, deployed to browser using TensorFlow JS

vigenpy

Do "pip install vigenpy" - Video Generation Package - vigenpy is a video generation library. It enables the developer to generate a new video by merging 2 or more videos in one video. It is a flexible library that provides you total flexibility.

vizon-demographics-gift-advisor-aws

Rekognition based, shopping site - recommends gift based on uploaded image of your Gifted One.

sign-verification-siamese-net-pytorch

SigNet Paper python implementation for check for forged Signatures. Siamese N. Net architecture has two or more identical subnetworks to find difference or similarity.

Jupyter Notebook

gmail-mbox-parser

docker-helper-scripts

Regular docker commands consolidated in one repository.

imagenet-coco-classes

vermavinay982.github.io

volume-control-by-camera

Find an old circle in your home and place it in front of camera - use that to control the music volume - Amazing?

wikipedia-scrapper

Write topics in list, and get wiki results for all of them at once.

python-course-udemy

XML-Parser

Jupyter Notebook

vermavinay982

regional-pdf-ocr-tkinter

Hindi, Kannad, Urdu it can read your PDF and give you text.

object-detector-by-classifier

Inspired by YOLO, using pre-trained weights and image splitting, Here I am localizing and classifying the objects to understand in-depth how it works.

Jupyter Notebook

shape-sides-contour-cv2

Contour based - it finds number of sides in shapes

Jupyter Notebook

autoencoder-super-resolution

Experiment to enhance image resolutions without GANs by using autoencoder. Input being a small image.

Jupyter Notebook

bidirectional-gru-jena-climate

Bi-Directional RNN - covers the data from both sides for order independent model training.

Jupyter Notebook

mediapipe-face-detector

age-gender-classifier-vggface

Age prediction by classification instead of regression to find age specific features. Trained on 22k images scraped from Wikipedia.

Jupyter Notebook

bidirectional-lstm-imdb

LSTM is heavy and slow, GRU is a cheaper version doing the almost same work using less resources. But yes accuracy also less comparatively to LSTM.

Jupyter Notebook

scene-desciption-pytorch

We don't just count things, 1 Person, 3 Dog. We see things with Context, The Dog Running Behind Person to Bite. The same is tried to be implemented with this model.

Jupyter Notebook

feature-map-visualizer-grad-ascent

What a neural network captures? The filter and feature-maps can be visualized with any image to test with.

Jupyter Notebook

autoencoder-image-denoising

Random Noise removal from image, It can be used to enhance CCTV or photographs having Distortion, ISO Noise.

Jupyter Notebook

notebot-gesture-video-controller

We show hand to stop bus, why not video? This program will pause video and let you make your beautiful notes when you show hand to the camera. :)

simplest-dino-game-bot

Using python to play the dino game by simple automation functions.