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iceriverg's Projects

basic-yolo-keras icon basic-yolo-keras

Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).

darknet-1 icon darknet-1

darknet深度学习框架源码分析:详细中文注释,涵盖框架原理与实现语法分析

darknet_scripts icon darknet_scripts

Auxilary scripts to work with (YOLO) darknet deep learning famework. AKA -> How to generate YOLO anchors?

deep_sort icon deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

faceswap icon faceswap

Non official project based on original /r/Deepfakes thread. Many thanks to him!

gan icon gan

Generative Adversarial Network

keras-cats-dogs-tutorial icon keras-cats-dogs-tutorial

A practical example of image classifier with Keras 2.x and TensorFlow backend, using the Kaggle Cats vs. Dogs dataset. By taking advantage of Keras' image data augmentation capabilities (and also random cropping), we were able to achieve 99% accuracy on the trained model with only 2,000 images in the training set.

models icon models

Models and examples built with TensorFlow

nih-chest-xray icon nih-chest-xray

Identifying diseases in chest X-rays using convolutional neural networks

relationalnetwork icon relationalnetwork

A TF implementation of the paper : "A simple neural network module for relational reasoning"

resnet-tensorflow icon resnet-tensorflow

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

rolo icon rolo

ROLO is short for Recurrent YOLO, aimed at simultaneous object detection and tracking

sis icon sis

Simple image search engine

tutorials icon tutorials

different types of tutorials, such as machine learning, image processing and etc.

vae-pokedex icon vae-pokedex

The companion code for How to Autoencode your Pokemon

vgg-caffe icon vgg-caffe

The VGG16 and VGG19 networks in caffe with jupyter notebook

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