Convolutional Networks Python Packages

towhee

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

towhee-models

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

fcn

Fully Convolutional Networks

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

torchfcn

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

seg-torch

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

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.

simplefilter

Python module for image convolution and ML classification.

glasses

High-quality Neural Networks for Computer Vision 😎

ptcn

TF2 implementation of a Temporal Convolutional Network with a probabilistic twist

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

python framework for NAS algorithms on benchmark search spaces

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.