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autoencode-mnist

using autoencoders for dimensionality reduction and generating image with original dimensions

brain-tumor-classification-tensorflow

breast-cancer-custom-training-colab

custom training based model to predict breast cancer of a patient

breast-cancer-tensorflow-js

A simple binary classification model built with TensorFlow.js

browser-based-model-mnist-digits-live-test

Browser based CNN model to classify number digits from 0 -9 using mint dataset, you can also test the model after training by drawing digits yourself

browser-based-training-fashion-mnist-draw-test

Browser based CNN model to classify 10 different type of fashion accessories, and it can also be tested by drawing the image.

build-your-own-x

Master programming by recreating your favorite technologies from scratch.

cgan-mnist-pytorch

Generating handwritten digits using Conditional GAN-

cifar10-cnn

Convolutional neural network to solve multi-class problem on cifar10 dataset

comparing-vgg16-vgg19

comparison between pertained advanced CNN models VGG16 and VGG19

controllable-gan-celeba-pytorch

Like in Conditional GAN we generated images based on classes, similarly in this Controllable GAN we can change specific features if a generated data by a new loss function calculated using a new feature classifier

custom-distributed-training-tpu-strategy-tensorflow

Creating custom distributed training using TPU strategy in google collar to train model by distributing load to all available accelerators .

dcgan-mnist-pytorch

Generating handwritten digits using Deep Convolution GANs for better results than GAN(basic model) with Pytorch

deepface

A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python

diffusionfromscratch

Rebuild the Stable Diffusion Model in a single python script. Tutorial for Harvard ML from Scratch Series

distributed-training-one-device-strategy

distributed training with one device strategy

distributed-training-tensorflow-mirrored-strategy

Creating distributed training using mirrored strategy with TensorFlow

django-app-flight

django-rest-framework-tutorial

django-skyrath-flight

djangodemo

dlib-s-state-of-the-art-face-rec-simple

Simple code for deep neural network based face recognition

ecommerce_api

E-commerce by Django Rest Framework

face-detect-cascade

face-detect-then-recognise-mtcnn

Detect face on your webcam.

face-replace

Snapchat -like replace face in the video by a face mask

fashion-mnist-custom-training-tensorflow

Classification of fashion accessories by building custom training model using tensor flow - GradientTape,metrics,etc.

flask-test

flask-web-app

frechet-inception-distance-pretrained-inceptionv3-for-gan-evaluation

Evaluating GAN model using FID (Frechet Inception Distance) on extracted features of Inception v3 classifier. Using Multivariate Normal Distributions to calculate distance between embeddings of real and fake iamges