PyTorch Implementation of CycleGAN and SSGAN for Domain Transfer (Minimal)

PyTorch Implementation of InfoGAN

A TensorFlow implementation of Multi-digit Number Recognition from Street View Imagery using Deep Convolutional Neural Networks (https://arxiv.org/pdf/1312.6082.pdf)

A PyTorch implementation of Multi-digit Number Recognition from Street View Imagery using Deep Convolutional Neural Networks (https://arxiv.org/pdf/1312.6082.pdf)

Deep-digit-detector (and recognizer) in natural scene. A digit detection framework was implemented using keras with tensorflow backend.

Pytorch implementation of Virtual Adversarial Training

各种深度学习结构、模型和技巧的集合

PyTorch implementation of Adversarially Learned Inference (BiGAN).

Explored CNNs with TensorFlow to create models for cropped single-digit and original multi-digit images from SVHN dataset.

'Deploying machine learning models with a Flask API' tutorial, written for HyperionDev

Google Street View House Number(SVHN) Dataset, and classifying them through CNN

A 2-CNN pipeline to do both detection (using bounding box regression) and classification of numbers on SVHN dataset.

Implementation of DANN with pytorch

An implementation of MobileNetV3 with pyTorch

Multi-digit prediction from Google Street's images using deep CNN with TensorFlow, OpenCV and Python.

I implemented a detection algorithm with a classification data set that does not have annotation information for the bounding box. Based on resnet50 network, I implemented text detector using class activation mapping method.

📃🎉 Additional datasets for tensorflow.keras

IJCAI 2024, InfoMatch: Entropy neural estimation for semi-supervised image classification

Four digit SVHN (Street View House Number) sequence prediction with CNN using Keras with TensorFlow backend