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Search results for python compression

459 search results found

Npbackup ⭐ 83

A secure and efficient file backup solution that fits both system administrators (CLI) and end users (GUI)

Learning Compressed Representation of 3DLUT for Image-enhancement. Higher performance with much smaller models! ☺️

Mayo: Auto-generation of hardware-friendly deep neural networks. Dynamic Channel Pruning: Feature Boosting and Suppression.

Numcompress ⭐ 80

Python package to compress numerical series & numpy arrays into strings

3d Model Convert To Gltf ⭐ 79

Convert 3d model (STL/IGES/STEP/OBJ/FBX) to gltf and compression

Lossyless ⭐ 76

Generic image compressor for machine learning. Pytorch code for our paper "Lossy compression for lossless prediction".

Model Compression ⭐ 74

This is my final year project of Bachelor of Engineering. Its still incomplete though. I am trying to replicate the research paper "Deep Compression" by Song Han et. al. This paper received best paper award in ICLR 2016

An Open Source Deep Learning Inference Engine Based on FPGA

Craystack ⭐ 73

Compression tools for machine learning researchers

Python Lzo ⭐ 70

Python bindings for the LZO data compression library

Png Parser ⭐ 70

Analyse PNG file format for CTF, python API and CLI

Archive Pdf Tools ⭐ 70

Fast PDF generation and compression. Deals with millions of pages daily.

Compressai Vision ⭐ 66

CompressAI-Vision helps you design, test and compare Video Compression for Machines pipelines. Compression methods can be either pulled from custom AI-based modules from CompressAI or traditional codecs such as H.266/VVC.

Jpeg Defense ⭐ 65

SHIELD: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression

Robustness Aware Pruning Admm ⭐ 64

Code release for "Adversarial Robustness vs Model Compression, or Both?"

Python wrapper for Google's Draco mesh compression library.

Ca_entropy_model ⭐ 62

Repository of the paper "Context-adaptive Entropy Model for End-to-end Optimized Image Compression"

Neural Imaging ⭐ 60

[CVPR'19, ICLR'20] A Python toolbox for modeling and optimization of photo acquisition & distribution pipelines (camera ISP, compression, forensics, manipulation detection)

Blockcnn ⭐ 60

BlockCNN: A Deep Network for Artifact Removal and Image Compression

Imagecompression ⭐ 58

This is the codes for paper "Learning Convolutional Networks for Content-weighted Image Compression"

Nameko Grpc ⭐ 57

GRPC Extensions for Nameko

Seismic Zfp ⭐ 57

Compress and decompress seismic data

Python Blosc2 ⭐ 56

Diffjpeg ⭐ 55

Fraunhofer Neural Network Encoder/Decoder (NNCodec)

I/O library for images produced by 2D X-ray detector

Dnn Quant Ocs ⭐ 53

DNN quantization with outlier channel splitting

Brotlihaxe ⭐ 52

BrotliHaxe - hand ported decoder & encoder in haxe => JavaScript, PHP, Python, Java, C# (Project dev: 2013-2015 release: 2017)

Gan Slimming ⭐ 51

[ECCV 2020] "All-in-One GAN Compression by Unified Optimization" by Haotao Wang, Shupeng Gui, Haichuan Yang, Ji Liu, and Zhangyang Wang

Integer_discrete_flows ⭐ 50

Code release for Hoogeboom, Emiel, Jorn WT Peters, Rianne van den Berg, and Max Welling. "Integer Discrete Flows and Lossless Compression." Conference on Neural Information Processing Systems (2019).

Hdf5plugin ⭐ 50

Set of compression filters for h5py

Gzipsimplehttpserver ⭐ 47

A modification of the very useful SimpleHTTPServer python script to add gzip compression.

Brotli Asgi ⭐ 47

A compression AGSI middleware using brotli.

A Python toolkit for analyzing machine learning models and datasets.

Xbitinfo ⭐ 46

Python wrapper of BitInformation.jl to easily compress xarray datasets based on their information content

Versatile Image Compression ⭐ 46

Lossy compression; Variable rate compresson; Lossless compression;

Lz77 Compressor ⭐ 46

A simplified implementation of the LZ77 compression algorithm

Group_sparsity ⭐ 45

Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression. CVPR2020.

Neural Image Compression ⭐ 45

Code accompanying the paper Neural Image Compression for Gigapixel Histopathology Image Analysis

Prunnable Layers Pytorch ⭐ 43

Prunable nn layers for pytorch.

Gainedvae ⭐ 43

A Pytorch Implementation of a continuously rate adjustable learned image compression framework.

Pyguetzli ⭐ 42

Python bindings for Google's Guetzli, a JPEG encoder that optimises JPEG compression

Sphereface Prune ⭐ 42

An implementation of Channel Pruning on face recognition algorithm Sphereface.

Unionfind ⭐ 42

A union-find disjoint sets data structure implemented in Python with the "Weighted Quick Union with Path Compression" algorithm.

Fast CSS minifier for Python

Whisper Backup ⭐ 40

Tool to backup Graphite Whisper database trees to AWS S3 or Swift

Smbghost ⭐ 40

Scanner for CVE-2020-0796 - A SMBv3.1.1 + SMB compression RCE

takahe is a multi-sentence compression module

[ICLR 2022] "Unified Vision Transformer Compression" by Shixing Yu*, Tianlong Chen*, Jiayi Shen, Huan Yuan, Jianchao Tan, Sen Yang, Ji Liu, Zhangyang Wang

Huffman Coding ⭐ 40

Python Implementaion of Huffman Coding - compression and decompression

Improving Inference For Neural Image Compression ⭐ 39

Official code repo for NeurIPS 2020 paper "Improving Inference for Neural Image Compression"

🐍 Python library implementing sorted containers with state-of-the-art query performance and compressed memory usage

Tensorflow Graph Compression ⭐ 39

Compress graph files for tensorflow.

✂️ A python3 library for efficiently storing massive integers (stands for gzipped-integer).

Mega_manager ⭐ 38

Cloud syncing manager for multiple MEGA cloud storage accounts with syncing, data gathering, compresssion and optimization capabilities.

Hpack Test Case ⭐ 37

HPACK Test Case

Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression

Py Lz4framed ⭐ 36

LZ4-frame library for Python (via C bindings)

Image Compression Benchmarking ⭐ 36

Image compression codecs benchmark inspired by Google's "Full Resolution Image Compression with Recurrent Neural Networks"

Python Isal ⭐ 35

Faster zlib and gzip compatible compression and decompression by providing python bindings for the isa-l library.

End-to-End Learnt Image Compression Codec

An experiment for building gateware for the axiom micro / beta using amaranth-hdl

Pdfminify ⭐ 34

PDF minifier that allows removing duplicate data, re-compresses images, creation of PDF/A-1b and digital PDF signing

Lc Model Compression ⭐ 34

Model compression by constrained optimization, using the Learning-Compression (LC) algorithm

Repository for Unsupervised Sentence Compression using Denoising Auto-Encoders

Jpgcompressor ⭐ 34

Picture compression for Titanium using UI

Nintendo LZ compression/decompression tools

Twitchctw ⭐ 33

compression = AI

Compressed 3D Gaussian Splatting for Accelerated Novel View Synthesis

Obs Service Tar_scm ⭐ 32

An OBS source service: fetches code from any SCM and archives it

Django Compression Middleware ⭐ 32

Django middleware to compress responses using several algorithms.

A multi-threading implement of Python gzip module

Picopore ⭐ 31

A tool to reduce the size of Oxford Nanopore Technologies' datasets without losing information

Investigating repetitiveness in pop music using compression algorithms

Python library for standardising satellite imagery into an Analysis Ready Data (ARD) form

Compression schema for gradients of activations in backward pass

Cython bindings for fpzip, a floating point image compression algorithm.

Django Optimizations ⭐ 30

A utility library for Django aimed at improving website performance

ESON, Exa-scale Storage Object Notation

Squeezenet Generator ⭐ 29

SqueezeNet Generator

Huawei Firewall Tools ⭐ 29

Compress_pickle ⭐ 28

Standard python pickle, thinly wrapped with standard compression libraries

Model_compression ⭐ 28

deep learning model compression based on keras

Videoslim ⭐ 28

VideoSlim 一款无损的视频压缩工具

Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction (IEEE TCSVT 2019)

An experimental compression pipeline for TensorFlow.

Huffman11 ⭐ 28

Huffman decompression for version 11.x Intel ME modules

Fractal Image Compression ⭐ 28

A very simple implementation of fractal image compression

Django Slimmer ⭐ 27

Html compression as middleware and view decorators.

Pdf Compressor ⭐ 27

CLI + Python API for batch compressing PDFs

CIKM'21: JPQ substantially improves the efficiency of Dense Retrieval with 30x compression ratio, 10x CPU speedup and 2x GPU speedup.

Netadapt ⭐ 26

Implementation of NetAdapt

Pcc_geo_cnn_v2 ⭐ 26

Improved Deep Point Cloud Geometry Compression

Chrome Data Compression Proxy Standalone Python ⭐ 26

A Python wrapper of Chrome DCP.

Multi Sentence Compression ⭐ 26

Graph based multi-sentence compression

Deep Compression.pytorch ⭐ 26

Unofficial Pytorch implementation of Deep Compression in CIFAR10

Luban Py ⭐ 26

Python version of Luban(鲁班)—Image compression with efficiency very close to WeChat Moments/可能是最接近微信朋友圈的图片压缩算法

Learnable Embedding Space for Efficient Neural Architecture Compression

M Lvc_cvpr2020 ⭐ 25

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