Deep learning

Deep learning is a subset of machine learning that uses artificial neural networks with multiple layers to automatically learn hierarchical representations from data. It powers modern breakthroughs in computer vision, natural language processing, speech recognition, and generative AI.

GitHub: https://github.com/topics/deep-learning
Wikipedia: https://en.wikipedia.org/wiki/Deep_learning
Aliases: deeplearning, deep-learning-tutorial, deep-learning-algorithms, deep-learning-papers,
Last updated: 2026-07-02 00:07:57 UTC
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https://github.com/lucidrains/medical-ai-experiments

A repository to house some personal attempts to beat some state-of-the-art for medical datasets

artificial-intelligence attention-mechanism deep-learning medicine

Last synced: 29 Jan 2026

https://github.com/doocs/deep-learning

🙃 深度学习实践与知识总结

ai deep-learning deep-neural-networks doocs pytorch tensorflow

Last synced: 13 Aug 2025

https://github.com/analogdevicesinc/ai8x-training

Model Training for ADI's MAX78000 and MAX78002 Edge AI Devices

ai analog-devices artificial-intelligence deep-learning machine-learning max78000 max78002 maxim maxim-integrated

Last synced: 04 Apr 2025

https://github.com/xettrisomeman/machine-leaarning-engineer-roadmap

A simple roadmap to become a machine learning engineer.

deep-learning machine-learning numpy pytorch roadmap

Last synced: 05 Sep 2025

https://github.com/giggleliu/marburg

physics meets neural networks

deep-learning many-body-physics monte-carlo quantum-mechanics

Last synced: 07 Apr 2025

https://github.com/wl-zhao/diml

[ICCV 2021] Towards Interpretable Deep Metric Learning with Structural Matching

computer-vision deep-learning deep-metric-learning iccv2021 interpretable-deep-learning

Last synced: 15 May 2025

https://github.com/lucidrains/mammut-pytorch

Implementation of MaMMUT, a simple vision-encoder text-decoder architecture for multimodal tasks from Google, in Pytorch

artificial-intelligence contrastive-learning deep-learning multimodal

Last synced: 26 Jul 2025

https://github.com/duyongan/sunstreaker

以jax为后端的类似keras的框架

beginner-friendly data-science deep-learning deep-learning-algorithms deep-learning-framework deep-learning-library deep-learning-tutorial deep-neural-networks jax keras machine-learning ml neural-network nlp numpy python pytorch scikit-learn tensorflow

Last synced: 12 Sep 2025

https://github.com/csteinmetz1/automix-toolkit

Models and datasets for training deep learning automatic mixing models

audio automatic-mixing deep-learning music

Last synced: 27 Feb 2025

https://github.com/brianmanderson/dicom_rt_and_images_to_mask

Tools to help with the conversion of DICOM images, RT Structures, and dose to useful Python objects. Essentially DICOM to NumPy and SimpleITK Images

binary-masks deep-learning deeplearning dicom dicom-images dicomrt mask medical-image-processing medical-imaging nifti-images numpy python roi roi-segmentation rt-struct rt-structs rt-utils rtstruct

Last synced: 16 May 2025

https://github.com/abductivelearning/abl-hed

Handwritten Equations Decipherment with Abductive Learning

deep-learning logical-programming machine-learning symbolic-ai

Last synced: 05 Jul 2025

https://github.com/oxford-cs-deepnlp-2017/practical-open

Oxford Deep NLP 2017 course - Open practical

deep-learning machine-learning natural-language-processing nlp oxford

Last synced: 09 Mar 2025

https://github.com/tae898/erc

The official implementation of "EmoBERTa: Speaker-Aware Emotion Recognition in Conversation with RoBERTa"

bert deep-learning emotion-recognition huggingface nlp pytorch roberta transformers

Last synced: 04 Oct 2025

https://github.com/dengbocong/nlp-dialogue

A full-process dialogue system that can be deployed online

bot bots chatbot conversational-ai deep-learning machine-learning natural-language-processing nlp nlu

Last synced: 15 Apr 2025

https://github.com/titu1994/batchrenormalization

Batch Renormalization algorithm implementation in Keras

batch-renormalization deep-learning keras keras-layer

Last synced: 17 Mar 2025

https://github.com/tri-ml/dgp

ML Dataset Governance Policy for Autonomous Vehicle Datasets

autonomous-driving data-management deep-learning machine-learning pytorch

Last synced: 04 Apr 2025

https://github.com/serengil/deepface-react-ui

Deep Face Recognition UI With ReactJS

computer-vision deep-learning deepface face-recognition facial-recognition machine-learning

Last synced: 04 Apr 2025

https://github.com/lucidrains/grokfast-pytorch

Explorations into the proposal from the paper "Grokfast, Accelerated Grokking by Amplifying Slow Gradients"

artificial-intelligence deep-learning grokking

Last synced: 05 Apr 2025

https://github.com/lornatang/alexnet-pytorch

An PyTorch implementation AlexNet.Simple, easy to use and efficient

alexnet alexnet-models alexnet-pytorch classifier deep-learning imagenet-classification-challenge pytorch

Last synced: 08 Apr 2026

https://github.com/chandlerbang/selftask-gnn

Implementation of paper "Self-supervised Learning on Graphs:Deep Insights and New Directions"

deep-learning graph-mining graph-neural-networks machine-learning self-supervised-learning

Last synced: 22 Jul 2025

https://github.com/KempnerInstitute/overcomplete

👋 Overcomplete is a Vision-based SAE Toolbox

computer-vision deep-learning interpretability

Last synced: 27 Nov 2025

https://github.com/microsoft/art

Exploring the connections between artworks with deep "Visual Analogies"

ai art deep-learning image-retrieval k-nearest-neighbours machine-learning nuerips react resnet-50 search

Last synced: 05 May 2025

https://github.com/traceopt-ai/traceml

Lightweight training runtime health monitor

ai data-science deep-learning huggingface machine-learning mlops observability pytorch runtime runtime-system straggler-problem training

Last synced: 07 Mar 2026

https://github.com/rohith04mvk/ai-art-generator

A program that can add an artistic touch to any image.

ai art deep-learning machine-learning style-transfer tensorflow2 vgg19

Last synced: 26 Dec 2025

https://github.com/lucidrains/gated-state-spaces-pytorch

Implementation of Gated State Spaces, from the paper "Long Range Language Modeling via Gated State Spaces", in Pytorch

artificial-intelligence deep-learning language-modeling state-spaces

Last synced: 20 Aug 2025

https://github.com/marcogdepinto/deep-learning-model-deploy-with-django

Serving a keras model (neural networks) in a website with the python Django-REST framework.

api api-rest artificial-intelligence artificial-neural-networks deep-learning deep-neural-networks django django-application django-framework django-rest-framework keras keras-model keras-models keras-neural-networks keras-tensorflow prediction python python-3 python3 tensorflow

Last synced: 26 Oct 2025

https://github.com/lucidrains/locoformer

LocoFormer - Generalist Locomotion via Long-Context Adaptation

adaptation artificial-intelligence attention-mechanisms cross-embodiment deep-learning locomotion transformers

Last synced: 09 Feb 2026

https://github.com/metriculous-ml/metriculous

Measure and visualize machine learning model performance without the usual boilerplate.

classification confusion-matrix data-science deep-learning machine-learning model-comparsion model-evaluation model-selection precision-recall-curve python regression residual-plot roc-curve statistics visual-analysis

Last synced: 17 Oct 2025

https://github.com/ahmedfgad/torchga

Train PyTorch Models using the Genetic Algorithm with PyGAD

cnn deep-learning evolutionary-algorithms genetic-algorithm machine-learning neural-networks neuroscience pygad python pytorch torch

Last synced: 23 Mar 2025

https://github.com/oxford-cs-deepnlp-2017/practical-3

Oxford Deep NLP 2017 course - Practical 3: Text Classification with RNNs

deep-learning machine-learning natural-language-processing nlp oxford

Last synced: 23 Feb 2026

https://github.com/uzh-rpg/sim2real_drone_racing

A Framework for Zero-Shot Sim2Real Drone Racing

deep-learning neural-network robotics sim2real

Last synced: 07 Apr 2025

https://github.com/NREL/sup3r

The Super-Resolution for Renewable Resource Data (sup3r) software uses generative adversarial networks to create synthetic high-resolution wind and solar spatiotemporal data from coarse low-resolution inputs.

climate-change climate-data deep-learning generative-adversarial-network machine-learning renewable-energy solar-energy tensorflow wind-energy

Last synced: 07 May 2025

https://github.com/Torsion-Audio/nn-inference-template

Neural network inference template for real-time cricital audio environments - presented at ADC23

audio audio-plugin deep-learning inference inference-engine juce libtorch machine-learning neural-network onnx onnxruntime pytorch tensorflow tensorflow-lite

Last synced: 08 May 2025

https://github.com/notai-tech/fastdeploy

Deploy DL/ ML inference pipelines with minimal extra code.

deep-learning docker falcon gevent gunicorn http-server inference-server model-deployment model-serving python pytorch serving streaming-audio tensorflow-serving tf-serving torchserve triton triton-inference-server triton-server websocket

Last synced: 13 Apr 2025

https://github.com/lucidrains/evolutionary-policy-optimization

Pytorch implementation of Evolutionary Policy Optimization, from Wang et al. of the Robotics Institute at Carnegie Mellon University

artificial-intelligence deep-learning evolution genetic-algorithms reinforcement-learning robotics

Last synced: 11 Sep 2025

https://github.com/acetinkaya/ai_ali

AI Applications for TURKIYE

artificial-intelligence deep-learning fuzzy-logic image-processing

Last synced: 07 Apr 2025

https://github.com/nearthlab/SiamMaskCpp

C++ Implementation of SiamMask

computer-vision deep-learning pytorch-cpp real-time video-object-segmentation visual-tracking

Last synced: 19 Mar 2025

https://github.com/adityap27/face-mask-detector

𝐑𝐞𝐚𝐥-𝐓𝐢𝐦𝐞 𝐅𝐚𝐜𝐞 𝐦𝐚𝐬𝐤 𝐝𝐞𝐭𝐞𝐜𝐭𝐢𝐨𝐧 𝐮𝐬𝐢𝐧𝐠 𝐝𝐞𝐞𝐩𝐥𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐰𝐢𝐭𝐡 𝐀𝐥𝐞𝐫𝐭 𝐬𝐲𝐬𝐭𝐞𝐦 💻🔔

artificial-intelligence computer-vision deep-learning machine-learning neural-network yolo

Last synced: 21 Apr 2025

https://github.com/shaform/experiments

Some research experiments

deep-learning jupyter-notebook sacred scrapy word2vec

Last synced: 08 Sep 2025

https://github.com/astrazeneca/awesome-drug-pair-scoring

Readings for "A Unified View of Relational Deep Learning for Drug Pair Scoring." (IJCAI 2022)

chemistry ddi decagon deep-chemistry deep-learning drug drug-combination drug-design drug-drug-interaction drug-repurposing drug-synergy drug-target-interactions gcn gnn graph-neural-network knowledge-graph machine-learning polypharmacy relational-learning synergy-prediction

Last synced: 11 Feb 2026

https://github.com/adamouization/breast-cancer-detection-mammogram-deep-learning

Master's dissertation for breast cancer detection in mammograms using deep learning techniques in Tensorflow. Contains the final report and source code.

breast-cancer-detection cbis-ddsm-dataset convolutional-neural-networks deep-learning mammogram mini-mias-dataset transfer-learning

Last synced: 27 Jun 2026

https://github.com/Carmezim/MIT-6.S094

MIT-6.S094: Deep Learning for Self-Driving Cars Assignments solutions

6s094 assignments deep-learning deep-neural-networks lectures mit self-driving-car

Last synced: 19 Jul 2025

https://github.com/capreolus-ir/capreolus

A toolkit for end-to-end neural ad hoc retrieval

deep-learning information-retrieval

Last synced: 18 Jan 2026

https://github.com/mratsim/Arch-Data-Science

Archlinux PKGBUILDs for Data Science, Machine Learning, Deep Learning, NLP and Computer Vision

archlinux cuda cudnn data-science deep-learning lightgbm machine-learning mkl mxnet natural-language-processing natural-language-understanding nervana opencv package pandas pytorch scikit-learn spacy tensorflow xgboost

Last synced: 20 Jul 2025

https://github.com/carlos-gg/dl4ds

Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistical downscaling of gridded data

deep-learning downscaling earth-observation earth-science python super-resolution tensorflow

Last synced: 06 Mar 2026

https://github.com/rgeirhos/shortcut-perspective

Figures & code from the paper "Shortcut Learning in Deep Neural Networks" (Nature Machine Intelligence 2020)

deep-learning generalisation interdisciplinary robustness shortcut shortcut-learning

Last synced: 19 Apr 2025

https://github.com/invictus717/mico

Explore the Limits of Omni-modal Pretraining at Scale

deep-learning multimodal multimodal-large-language-models omnimodal pretraining scale-up

Last synced: 15 Mar 2025

https://github.com/yusugomori/deeplearning-keras-tf2-torch

詳解ディープラーニング第2版

deep-learning keras pytorch tensorflow2

Last synced: 04 Jul 2025

https://github.com/morph-data/morph

Python + Markdown framework for building internal apps.

data-analysis data-science data-visualization deep-learning developer-tools generative-ai machine-learning mdx morph python react sql

Last synced: 04 Apr 2025

https://github.com/florentf9/desom

:globe_with_meridians: Deep Embedded Self-Organizing Map: Joint Representation Learning and Self-Organization

autoencoder clustering deep-learning keras kohonen-map representation-learning self-organizing-map som visualization

Last synced: 10 Apr 2025

https://github.com/hollance/inception-coreml

Running Inception-v3 on Core ML

core-ml deep-learning inception-v3 ios machine-learning swift

Last synced: 25 Mar 2025

https://github.com/gunhochoi/deep-learning-for-beginners

videos, lectures, blogs for Deep Learning

convolutional-neural-networks deep-learning generative-adversarial-network recurrent-neural-networks

Last synced: 02 Jan 2026

https://github.com/zlxy9892/ml_code

A repository for recording the machine learning code

apriori artificial-intelligence bayesian clustering cv decision-tree deep-learning k-means keras knn logistic-regression machine-learning mnist neural-network nlp pca scikit-learn sklearn svd tensorflow

Last synced: 22 Jul 2025

https://github.com/artificialintelligencetoolkit/conx

The On-Ramp to Deep Learning

cntk deep-learning keras neural-network python tensorflow theano

Last synced: 30 Sep 2025

https://github.com/lucidrains/taylor-series-linear-attention

Explorations into the recently proposed Taylor Series Linear Attention

artificial-intelligence attention-mechanisms deep-learning linear-attention

Last synced: 09 Apr 2025

https://github.com/roman-vygon/triplet_loss_kws

Learning Efficient Representations for Keyword Spotting with Triplet Loss

deep-learning keyword-spotting pytorch speech-recognition

Last synced: 02 Apr 2025

https://github.com/oldclesleycode/deep-learning-python

Intro to Deep Learning, including recurrent, convolution, and feed forward neural networks.

curriculum deep-learning deep-neural-networks lasagne python theano

Last synced: 19 Jul 2025

https://github.com/rgeirhos/generalisation-humans-dnns

Data, code & materials from the paper "Generalisation in humans and deep neural networks" (NeurIPS 2018)

deep-learning generalisation human-vision object-recognition psychophysics

Last synced: 15 Apr 2025

https://github.com/tom-doerr/fix

Boost your command line with AI-powered error resolution using OpenAI's Codex. Enjoy a smoother workflow with Fix!

ai codex command-line command-line-tool deep-learning ml openai

Last synced: 07 May 2025

https://github.com/elijahcole/single-positive-multi-label

Multi-Label Learning from Single Positive Labels - CVPR 2021

computer-vision cvpr cvpr2021 deep-learning missing-labels multi-label-classification multilabel-classification

Last synced: 13 Apr 2025

https://github.com/rayguan97/M3DETR

Code base for M3DeTR: Multi-representation, Multi-scale, Mutual-relation 3D Object Detection with Transformers

3d-object-detection deep-learning kitti-dataset object-detection point-cloud transformer waymo-open-dataset

Last synced: 20 Mar 2025

https://github.com/powermobileweb/arfacefilter

Javascript/WebGL lightweight face tracking library designed for augmented reality webcam filters. Features : multiple faces detection, rotation, mouth opening. Various integration examples are provided (Three.js, Babylon.js, FaceSwap, Canvas2D, CSS3D...).

3d augmented-reality babylonjs deep-learning detection face face-detection face-filters face-tracking faceswap javascript library msqrd picojs snapchat threejs tracking trackingjs webcam webgl

Last synced: 03 Sep 2025

https://github.com/ofnote/tryongan

TryOnGAN: Unofficial Implementation

deep-learning fashion gan generative-adversarial-network pytorch viton

Last synced: 15 Apr 2025

https://github.com/wchliao/multi-task-image-classification

Multi-task learning for image classification implemented in PyTorch.

cifar-100 cifar10 deep-learning machine-learning multi-task-learning omniglot pytorch

Last synced: 08 May 2025

https://github.com/eveningglow/multitask-CycleGAN

Pytorch implementation of multitask CycleGAN with auxiliary classification loss

computer-vision cyclegan deep-learning gan generative-adversarial-network image-translation pytorch

Last synced: 08 May 2025

https://github.com/danijar/director

Deep Hierarchical Planning from Pixels

algorithms decision-making deep-learning hierarchical-reinforcement-learning planning reinforcement-learning sparse-rewards world-models

Last synced: 12 Apr 2025

https://github.com/glefundes/mobile-face-gaze

Lightweight gaze estimation with PyTorch.

deep-learning gaze gaze-estimation pytorch

Last synced: 16 Mar 2026

https://github.com/ai-fast-track/timeseries

Time Series package for fastai v2

cam class-activation-map classification deep-learning fastai fastai2 neural-network time-series timeseries

Last synced: 15 Apr 2025

https://github.com/sebgao/ctensor

A super light-weight deep learning library based on NumPy in PyTorch fashion.

deep-learning deep-neural-networks numpy pytorch

Last synced: 19 Feb 2026

https://github.com/tlatkowski/inpainting-gmcnn-keras

Keras implementation of "Image Inpainting via Generative Multi-column Convolutional Neural Networks" paper published at NIPS 2018

cnn computer-vision convolutional-neural-networks deep-learning deep-neural-networks gan generative-adversarial-network image-inpainting improved-wasserstein improved-wgan inpainting keras neurips-2018 nips-2018 nvidia places365 python3 tensorflow wasserstein-gan wgan-gp

Last synced: 14 Jun 2025

https://github.com/jkoutsikakis/pytorch-wrapper

Provides a systematic and extensible way to build, train, evaluate, and tune deep learning models using PyTorch.

data-science deep-learning machine-learning neural-network python pytorch pytorch-wrapper tensor

Last synced: 04 Feb 2026

https://github.com/nihui/ncnn-android-styletransfer

The style transfer android example

android arm cpu deep-learning gpu ncnn neural-network styletransfer vulkan

Last synced: 06 Sep 2025

https://github.com/raviqqe/tensorflow-font2char2word2sent2doc

TensorFlow implementation of Hierarchical Attention Networks for Document Classification and some extension

deep-learning document-classification font ideogram logogram natural-language-processing python tensorflow

Last synced: 09 Oct 2025

https://github.com/anthony-chaudhary/deeper-traffic-lights

[repo not maintained] Check out https://diffgram.com if you want to build a visual intelligence

deep-learning objectdetection tensorflow tensorflow-experiments

Last synced: 30 Sep 2025

https://github.com/elemento24/journey-with-artificial-intelligence

This repo consists of all the resources that can be referred during one's Journey with Artificial Intelligence.

artificial-intelligence data-science deep-learning machine-learning python

Last synced: 08 Sep 2025

https://github.com/zgr6010/HSI_SSFTT

L. Sun, G. Zhao, Y. Zheng, and Z. Wu. "Spectral–Spatial Feature Tokenization Transformer for Hyperspectral Image Classification," in IEEE TGRS, 2022.

convolutional-neural-networks deep-learning hyperspectral-image-classification remote-sensing transformer

Last synced: 29 Mar 2025

https://github.com/snap-research/f8net

[ICLR 2022 Oral] F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization

8-bit deep-learning deep-neural-networks efficient-neural-networks quantization

Last synced: 02 Jul 2025

https://github.com/PouriaRouzrokh/LatteReview

This is the repository for the LatteReview python package. LatteReview is a low-code Python package designed to automate systematic literature review processes through AI-powered agents.

ai deep-learning large-language-models multi-agent multi-agent-systems multiagent review review-tools

Last synced: 26 Apr 2026

https://github.com/nobuotsukamoto/tensorrt-examples

TensorRT Examples (TensorRT, Jetson Nano, Python, C++)

computer-vision deep-learning jetson object-detection pose-estimation python segmentation super-resolution tensorrt

Last synced: 15 Apr 2025

https://github.com/lucidrains/zorro-pytorch

Implementation of Zorro, Masked Multimodal Transformer, in Pytorch

artificial-intelligence attention-mechanisms deep-learning masking multimodal transformers

Last synced: 16 Oct 2025

https://github.com/zipzou/captcha-recognition

验证码OCR识别

captcha-solving deep-learning kaptcha-net

Last synced: 25 Jun 2025

https://github.com/vietnh1009/quickdraw-airgesture-tensorflow

Implementation of QuickDraw - an online game developed by Google, combined with AirGesture - a simple gesture recognition application

air-gestures deep-learning neural-network object-detection python3 quickdraw-dataset tensorflow

Last synced: 25 Feb 2026

https://github.com/Qengineering/YoloV5-NPU

YoloV5 NPU for the RK3566/68/88

deep-learning npu orange-pi-5 radxa-zero-3-npu radxa-zero-3w rk3566 rk3568 rk3588 rk3588s rknpu rock-5 rock5c yolov5 yolov5s

Last synced: 18 Mar 2025

https://github.com/ternaus/check_orientation

Model to check if image was rotated by 90, 180, 270 degrees.

computer-vision deep-learning image-classification orientation-detection

Last synced: 04 Jul 2025

https://github.com/GlobalMaksimum/sadedegel

A General Purpose NLP library for Turkish

acikhack2 ai artificial-intelligence bert binder corpus data-science deep-learning embeddings heroku machine-learning natural-language-processing neural-network neural-networks news-summarizer nlp python

Last synced: 03 May 2025

https://github.com/zhanghang1989/torch-encoding-layer

Deep Texture Encoding Network

computer-vision deep-learning deep-neural-networks encoding texture

Last synced: 15 Jun 2025

https://github.com/mratsim/arch-data-science

Archlinux PKGBUILDs for Data Science, Machine Learning, Deep Learning, NLP and Computer Vision

Last synced: 18 Apr 2025

https://github.com/marco-christiani/zigrad

A deep learning framework built on an autograd engine with high level abstractions and low level control.

autograd deep-learning machine-learning neural-network tensor zig zig-package ziglang

Last synced: 31 Mar 2025

https://github.com/sasagawa888/deeppipe2

Deep Learning library using GPU(CUDA/cuBLAS)

cublas cuda deep-learning elixir gpu

Last synced: 15 Mar 2025

https://github.com/Qengineering/YoloV7-ncnn-Raspberry-Pi-4

YoloV7 for a bare Raspberry Pi using ncnn.

deep-learning ncnn ncnn-framework ncnn-model orange-pi-5 raspberry-pi-4 raspberry-pi-64-os rock-5 rock-pi-5 yolov7 yolov7-tiny

Last synced: 21 Apr 2025

https://github.com/nasa-jpl-memex/image_space

Interactive Image similarity and Visual Search and Retrieval application

alexnet computer-vision deep-learning image-analysis image-recognition image-similarity image-viewer jpl kitware machine-learning python tika tika-python

Last synced: 10 Mar 2026

https://github.com/imoonlab/hyper-yolov1.1

The source code of IEEE TPAMI 2025 "Hyper-YOLO: When Visual Object Detection Meets Hypergraph Computation".

computer-vision deep-learning hypergraph hypergraph-neural-networks object-detection yolo

Last synced: 07 Apr 2025

https://github.com/chainer/tutorials

Introduction to Deep Learning: Chainer Tutorials

chainer deep-learning deep-learning-tutorial deeplearning google-colaboratory python

Last synced: 28 Feb 2026

https://github.com/interdigitalinc/compressai-vision

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.

compression computer-vision deep-learning machine-to-machine-communication pytorch video-compression