happydetective Goto Github PK

bbox-label-tool

A simple tool for labeling object bounding boxes in images

cifar-10-cnn

Play deep learning with CIFAR datasets

cifar10-tensorflow

cifar10数据集上进行图片分类，基于tensorflow框架，旨在探究不同的改进策略对分类准确率的影响，如何一步步得提高准确率

compare_gan

Compare GAN code.

cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

dataset

Open RadioML Synthetic Benchmark Dataset

deep-residual-networks

Deep Residual Learning for Image Recognition

examples

Useful RadioML Examples

faceswap-gan

A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.

faster_rcnn_pytorch

gan

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

gan-1

Tooling for GANs in TensorFlow

ganhacks

starter from "How to Train a GAN?" at NIPS2016

google-research

Google Research

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

inception-v4

Inception-v4, Inception - Resnet-v1 and v2 Architectures in Keras

invertible-resnet

Official Code for Invertible Residual Networks

keras-dcgan

Keras implementation of Deep Convolutional Generative Adversarial Networks

keras-tuner

Hyperparameter tuning for humans

keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

kmeans-anchor-boxes

k-means clustering with the Intersection over Union (IoU) metric as described in the YOLO9000 paper

labelimg

🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

lstm

Minimal, clean example of lstm neural network training in python, for learning purposes.

my_tensorflow

The code on deep learning.

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

progressive_growing_of_gans

Progressive Growing of GANs for Improved Quality, Stability, and Variation

ray

A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

resnet-in-tensorflow

Re-implement Kaiming He's deep residual networks in tensorflow. Can be trained with cifar10.

resnet-tensorflow

Simple Tensorflow implementation of pre-activation ResNet18, 34, 50, 101, 152