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age-gender-classifier-vggface

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

autoencoder-image-denoising

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

autoencoder-mnist-clustering

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

autoencoder-super-resolution

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

awesome-nodejs

:zap: Delightful Node.js packages and resources

bidirectional-gru-jena-climate

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

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.

darknet

Convolutional Neural Networks

data-science

Collection of useful data science topics along with articles, videos, and code

design-patterns

dl-projects

docker-helper-scripts

Regular docker commands consolidated in one repository.

feature-map-visualizer-grad-ascent

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

gmail-mbox-parser

haar-cascades-collection

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

imagenet-coco-classes

java-projects

luggage-manager-tfjs

Create Long Item List for Luggage, by just showing it to web camera during packing, Tesorflow JS

mask-alert-tf-js

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

maxim-denoise

[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.

mediapipe-face-detector

mlp_cnn_house_price_keras

n-queens-backtracking-python

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. :)

numpy-image-processing

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

numpy-stl-testing

Stereolithography using numpy

object-detection-tfjs

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.

person-segmentation

high-accuracy segmentation for anime character

python-course-udemy