Convolutional Networks Python Packages

towhee

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

fcn

Chainer Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

micronet

micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape

towhee-models

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

stringlifier

Stringlifier is on Opensource ML Library for detecting random strings in raw text. It can be used in sanitising logs, detecting accidentally exposed credentials and as a pre-processing step in unsupervised ML-based analysis of application text data.

torchfcn

PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

simplefilter

Python module for image convolution and ML classification.

seg-torch

Pytorch implementation of FCN, UNet, PSPNet, and various encoder models.

glasses

High-quality Neural Networks for Computer Vision 😎

ptcn

Probabilistic Temporal Convolutional Network

stringlifier39

Stringlifier is on Opensource ML Library for detecting random strings in raw text. It can be used in sanitising logs, detecting accidentally exposed credentials and as a pre-processing step in unsupervised ML-based analysis of application text data.

naszilla

Naszilla is a Python library for neural architecture search (NAS)

conviz

Conviz is a convolutional neural network layer visualization library developed in Python and used with Keras.

towhee-test

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

mytowhee

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

segmentation-torch

Pytorch implementation of FCN, UNet, PSPNet, and various encoder models.