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PyTorch

PyTorch is an open source machine learning library based on the Torch library, used for applications such as computer vision and natural language processing, primarily developed by Facebook’s AI Research lab.

https://github.com/nadeemlab/DeepLIIF

Deep Learning Inferred Multiplex ImmunoFluorescence for IHC Image Quantification (https://deepliif.org) [Nature Machine Intelligence'22, CVPR'22, MICCAI'23, Histopathology'23, MICCAI'24]

ai-ready cell-biology cell-segmentation cloud-native-applications datasets deep-learning digital-pathology image-segmentation immunohistochemical-images immunohistochemistry multiplex multitask-learning pathology pathology-gan pathology-image pytorch segmentation stitching super-resolution whole-slide-imaging

Last synced: 13 Nov 2024

https://github.com/lukas-blecher/AutoMask

Automatic Rotoscoping/Masking tool powered with Machine Learning for Blender (WIP)

blender blender-addon blender-python deep-learning machine-learning mask-segment masking motion-tracking pytorch rotoscoping

Last synced: 16 Nov 2024

https://github.com/pxiangwu/MotionNet

CVPR 2020, "MotionNet: Joint Perception and Motion Prediction for Autonomous Driving Based on Bird's Eye View Maps"

autonomous-driving cvpr2020 motion-prediction perception pytorch

Last synced: 28 Oct 2024

https://github.com/IDSIA/modern-srwm

Official repository for the paper "A Modern Self-Referential Weight Matrix That Learns to Modify Itself" (ICML 2022 & NeurIPS 2021 Deep RL Workshop) and "Accelerating Neural Self-Improvement via Bootstrapping" (ICLR 2023 Workshop)

fast-weight-programmers fast-weights pytorch reinforcement-learning rnn-based-few-shot-learning self-referential-learning self-referential-weight-matrix torchbeast transformers

Last synced: 10 Nov 2024

https://github.com/lukas-blecher/automask

Automatic Rotoscoping/Masking tool powered with Machine Learning for Blender (WIP)

blender blender-addon blender-python deep-learning machine-learning mask-segment masking motion-tracking pytorch rotoscoping

Last synced: 01 Nov 2024

https://github.com/daniil-osokin/gccpm-look-into-person-cvpr19.pytorch

Fast and accurate single-person pose estimation, ranked 10th at CVPR'19 LIP challenge. Contains implementation of "Global Context for Convolutional Pose Machines" paper.

convolutional-pose-machines cvpr2019 deep-learning human-pose human-pose-estimation lightweight look-into-person openvino pose-estimation pytorch real-time single-person

Last synced: 20 Dec 2024

https://github.com/idsia/modern-srwm

Official repository for the paper "A Modern Self-Referential Weight Matrix That Learns to Modify Itself" (ICML 2022 & NeurIPS 2021 Deep RL Workshop) and "Accelerating Neural Self-Improvement via Bootstrapping" (ICLR 2023 Workshop)

fast-weight-programmers fast-weights pytorch reinforcement-learning rnn-based-few-shot-learning self-referential-learning self-referential-weight-matrix torchbeast transformers

Last synced: 11 Nov 2024

https://github.com/cedrickchee/capsule-net-pytorch

[NO MAINTENANCE INTENDED] A PyTorch implementation of CapsNet architecture in the NIPS 2017 paper "Dynamic Routing Between Capsules".

capsnet capsule capsule-network dynamic-routing dynamic-routing-between-capsules hinton neural-networks pytorch

Last synced: 17 Nov 2024

https://github.com/fcakyon/small-object-detection-benchmark

icip2022 paper: sahi benchmark on visdrone and xview datasets using fcos, vfnet and tood detectors

benchmark coco fcos icip2022 mmdetection object-detection pytorch sahi small-object-detection tood vfnet visdrone xview

Last synced: 13 Feb 2025

https://github.com/ShomyLiu/Neu-Review-Rec

A Toolkit for Neural Review-based Recommendation models with Pytorch.

daml deepconn narre pytorch recommendation-system review-based

Last synced: 16 Nov 2024

https://github.com/fastaudio/fastaudio

🔊 Audio and fastai v2

audio deep-learning fastai gpu python pytorch

Last synced: 17 Nov 2024

https://github.com/ducha-aiki/pytorch-sift

PyTorch implementation of SIFT descriptor

cnn descriptor image-matching local-features pytorch sift

Last synced: 01 Nov 2024

https://github.com/AutoVision-cloud/SA-Det3D

[ICCVW-2021] SA-Det3D: Self-attention based Context-Aware 3D Object Detection

3d-deep-learning 3d-detection autonomous-driving object-detection point-cloud pytorch

Last synced: 28 Oct 2024

https://github.com/markdtw/vqa-winner-cvprw-2017

Pytorch implementation of winner from VQA Chllange Workshop in CVPR'17

pytorch visual-question-answering

Last synced: 13 Nov 2024

https://github.com/audiolabs/torch-pesq

PyTorch implementation of the Perceptual Evaluation of Speech Quality for wideband audio

perceptual-losses pesq python3 pytorch speech-enhancement

Last synced: 20 Feb 2025

https://github.com/jayleicn/TVQA

[EMNLP 2018] PyTorch code for TVQA: Localized, Compositional Video Question Answering

dataset pytorch tvqa videoqa

Last synced: 07 Nov 2024

https://github.com/JieShibo/PETL-ViT

[ICCV 2023] Binary Adapters, [AAAI 2023] FacT, [Tech report] Convpass

parameter-efficient-tuning pytorch transfer-learning visual-prompting

Last synced: 05 Nov 2024

https://github.com/clovaai/lffont

Official PyTorch implementation of LF-Font (Few-shot Font Generation with Localized Style Representations and Factorization) AAAI 2021

aaai2021 deep-learning font font-generation generative-models lf-font machine-learning pytorch

Last synced: 25 Jan 2025

https://github.com/cleanpegasus/tensordash

TensorDash is an application that lets you remotely monitor your deep learning model's metrics and notifies you when your model training is completed or crashed.

android deep-learning fastai java keras machine-learning pypi python python-package pytorch remote-monitoring tensorflow

Last synced: 13 Feb 2025

https://github.com/vietnh1009/SSD-pytorch

SSD: Single Shot MultiBox Detector pytorch implementation focusing on simplicity

computer-vision deep-learning deep-neural-networks deeplearning detection detector neural-networks object-detection pytorch ssd ssdlite

Last synced: 27 Nov 2024

https://github.com/wkcn/MobulaOP

A Simple & Flexible Cross Framework Operators Toolkit

cross-framework cupy deep-learning mxnet numpy operators pytorch scientific-computing

Last synced: 08 Nov 2024

https://github.com/mouseland/facemap

Framework for predicting neural activity from mouse orofacial movements tracked using a pose estimation model. Package also includes singular value decomposition (SVD) of behavioral videos.

behavior deep-learning gui matlab-gui movie neuroscience pose-estimation pupil python pytorch rodents

Last synced: 16 Feb 2025

https://github.com/nocotan/pytorch-lightning-gans

Collection of PyTorch Lightning implementations of Generative Adversarial Network varieties presented in research papers.

deep-learning gans generative-adversarial-network neural-networks pytorch pytorch-implementation pytorch-lightning

Last synced: 17 Jan 2025

https://github.com/SforAiDl/vformer

A modular PyTorch library for vision transformer models

pytorch vision-transformer

Last synced: 15 Nov 2024

https://github.com/geekjr/quickai

QuickAI is a Python library that makes it extremely easy to experiment with state-of-the-art Machine Learning models.

ai artificial-intelligence bert deep-learning dl easy-to-use fast gpt gpt-neo huggingface-transformers ml neural-network nlp object-detection python pytorch quickai research tensorflow2 yolo

Last synced: 09 Nov 2024

https://github.com/CleanPegasus/TensorDash

TensorDash is an application that lets you remotely monitor your deep learning model's metrics and notifies you when your model training is completed or crashed.

android deep-learning fastai java keras machine-learning pypi python python-package pytorch remote-monitoring tensorflow

Last synced: 15 Nov 2024

https://github.com/mostafaelaraby/wavegan-pytorch

Pytorch Implementation of wavegan model to generate audio

ai-music gan music-generation pytorch wavegan wavegan-pytorch

Last synced: 19 Dec 2024

https://github.com/PatBall1/detectree2

Python package for automatic tree crown delineation based on the Detectron2 implementation of Mask R-CNN

deep-learning detectron2 python pytorch

Last synced: 14 Nov 2024

https://github.com/shinianzhihou/ChangeDetection

A framework for change detection using PyTorch

change-detection pytorch remote-sensing siamese unet

Last synced: 17 Nov 2024

https://github.com/aidos-lab/pytorch-topological

A topological machine learning framework based on PyTorch

deep-learning pytorch topological-data-analysis topological-machine-learning

Last synced: 17 Feb 2025

https://github.com/hou-yz/MVDet

[ECCV 2020] Codes and MultiviewX dataset for "Multiview Detection with Feature Perspective Transformation".

dataset detection detector multiview pedestrian-detection pytorch

Last synced: 28 Oct 2024

https://github.com/chambliss/multilingual_ner

Applying BERT to named entity recognition in English and Russian.

bert english-language named-entity-recognition nlp-machine-learning pytorch russian-language spacy

Last synced: 19 Dec 2024

https://github.com/huggingface/diffusion-fast

Faster generation with text-to-image diffusion models.

diffusers diffusion-models pytorch sdxl text-to-image-generation

Last synced: 04 Nov 2024

https://github.com/isLinXu/YOLOv8_Efficient

🚀Simple and efficient use for Ultralytics yolov8🚀

deeplearning pytorch ultralytics yolov8

Last synced: 09 Nov 2024

https://github.com/codeslake/Color_Transfer_Histogram_Analogy

[CGI 2020] Official PyTorch Implementation for "Deep Color Transfer using Histogram Analogy"

color-transfer deep-learning histogram-analogy pytorch

Last synced: 15 Nov 2024

https://github.com/graph-com/gsat

[ICML 2022] Graph Stochastic Attention (GSAT) for interpretable and generalizable graph learning.

deep-learning graph-neural-networks interpretability interpretable-machine-learning pytorch xai

Last synced: 03 Dec 2024

https://github.com/GuoleiSun/CountSeg

Official code for "Object counting and instance segmentation with image-level supervision", in CVPR 2019 and TPAMI 2020

cvpr2019 instance-segmentation object-counting pytorch tpami2020 weakly-supervised-learning

Last synced: 05 Nov 2024

https://github.com/chrisby/torchmtl

A lightweight module for Multi-Task Learning in pytorch.

deep-learning framework machine-learning mtl multi-task-learning python3 pytorch

Last synced: 13 Feb 2025

https://github.com/rusty1s/pyg_autoscale

Implementation of "GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings" in PyTorch

graph-neural-networks pytorch pytorch-geometric scalability

Last synced: 20 Dec 2024

https://github.com/bfshi/absvit

Official code for "Top-Down Visual Attention from Analysis by Synthesis" (CVPR 2023 highlight)

attention classification cvpr pytorch segmentation vision-transformer

Last synced: 23 Jan 2025

https://github.com/zh320/realtime-semantic-segmentation-pytorch

PyTorch implementation of over 30 realtime semantic segmentations models, e.g. BiSeNetv1, BiSeNetv2, CGNet, ContextNet, DABNet, DDRNet, EDANet, ENet, ERFNet, ESPNet, ESPNetv2, FastSCNN, ICNet, LEDNet, LinkNet, PP-LiteSeg, SegNet, ShelfNet, STDC, SwiftNet, and support knowledge distillation, distributed training, Optuna etc.

cityscapes distributed-training enet knowledge-distillation optuna pytorch real-time semantic-segmentation

Last synced: 20 Feb 2025

https://github.com/DavexPro/pytorch-pose-estimation

PyTorch Implementation of Realtime Multi-Person Pose Estimation project.

computer-vision cvpr-2017 deep-learning human-pose-estimation python3 pytorch

Last synced: 27 Nov 2024

https://github.com/sidgan/etci-2021-competition-on-flood-detection

Experiments on Flood Segmentation on Sentinel-1 SAR Imagery with Cyclical Pseudo Labeling and Noisy Student Training

arxiv-papers deep-learning floods noisy-student pseudo-labeling python pytorch segmentation semi-supervised-learning

Last synced: 20 Dec 2024

https://github.com/benjs/nfnets_pytorch

Pre-trained NFNets with 99% of the accuracy of the official paper "High-Performance Large-Scale Image Recognition Without Normalization".

deepmind nfnets pretrained-models pytorch sgd-adc weight-standardization

Last synced: 23 Nov 2024

https://github.com/bfshi/AbSViT

Official code for "Top-Down Visual Attention from Analysis by Synthesis" (CVPR 2023 highlight)

attention classification cvpr pytorch segmentation vision-transformer

Last synced: 09 Nov 2024

https://github.com/daddydrac/-deprecated-NVIDIA-GPU-Tensor-Core-Accelerator-PyTorch-OpenCV

Computer vision container that includes Jupyter notebooks with built-in code hinting, Anaconda, CUDA 11.8, TensorRT inference accelerator for Tensor cores, CuPy (GPU drop in replacement for Numpy), PyTorch, PyTorch geometric for Graph Neural Networks, TF2, Tensorboard, and OpenCV for accelerated workloads on NVIDIA Tensor cores and GPUs.

computer-vision cupy deep-learning image-processing machine-learning opencv pytorch tensorboard tensorflow2 tensorrt-inference-accelerator vision

Last synced: 06 Nov 2024

https://github.com/shchur/overlapping-community-detection

Implementation of "Overlapping Community Detection with Graph Neural Networks"

community-detection geometric-deep-learning graph-neural-networks overlapping-community-detection pytorch

Last synced: 20 Dec 2024

https://github.com/haruishi43/equilib

🌎→🗾Equirectangular (360/panoramic) image processing library for Python with minimal dependencies only using Numpy and PyTorch

360-degree camera cubemap-to-equirectangular equirectangular-images equirectangular-panorama equirectangular-projection numpy panorama perspective-projection python pytorch vr

Last synced: 26 Oct 2024

https://github.com/mkocabas/multi-person-tracker

Simple Multi Person Tracker implementation in PyTorch

multi-person-tracking object-tracking people-tracker pytorch sort

Last synced: 19 Dec 2024

https://github.com/markfzp/deep-whole-body-control

[CoRL 2022] Deep Whole-Body Control: Learning a Unified Policy for Manipulation and Locomotion

deep-learning locomotion pytorch reinforcement-learning robotics

Last synced: 19 Dec 2024

https://github.com/Yachay-AI/byt5-geotagging

Confidence and Byt5 - based geotagging model predicting coordinates from text alone.

coordinates deep-learning geo-location geotagging machine-learning neural-network nlp nlp-machine-learning python pytorch transformers

Last synced: 05 Nov 2024

https://github.com/chrisby/torchMTL

A lightweight module for Multi-Task Learning in pytorch.

deep-learning framework machine-learning mtl multi-task-learning python3 pytorch

Last synced: 15 Nov 2024

https://github.com/janfreyberg/pytorch-revgrad

A minimal pytorch package implementing a gradient reversal layer.

domain-adaptation gradient-reversal pytorch

Last synced: 16 Feb 2025

https://github.com/tiger-ai-lab/imagenhub

A one-stop library to standardize the inference and evaluation of all the conditional image generation models. (ICLR 2024)

deep-learning diffusion-models generative-ai generative-art image-editing image-generation pytorch stable-diffusion

Last synced: 20 Feb 2025

https://github.com/floydhub/dockerfiles

Deep Learning Dockerfiles

deep-learning docker pytorch tensorflow torch

Last synced: 06 Nov 2024

https://github.com/floydhub/floyd-cli

Command line tool for FloydHub - the fastest way to build, train, and deploy deep learning models

ai artificial-intelligence deep-learning floyd floyd-cli floydhub gpu machine-learning python pytorch tensorflow

Last synced: 31 Oct 2024

https://github.com/lxuechen/private-transformers

A codebase that makes differentially private training of transformers easy.

deep-learning differential-privacy huggingface-transformers nlp pytorch transformers

Last synced: 27 Oct 2024

https://github.com/ndif-team/nnsight

The nnsight package enables interpreting and manipulating the internals of deep learned models.

interpretability machine-learning neural-networks python pytorch

Last synced: 15 Oct 2024

https://github.com/blade6570/icface

ICface: Interpretable and Controllable Face Reenactment Using GANs

action-units animation deeplearning face ganimation gans image-generation pytorch video-generation

Last synced: 14 Dec 2024

https://github.com/cmhungsteve/sstda

[CVPR 2020] Action Segmentation with Joint Self-Supervised Temporal Domain Adaptation (PyTorch)

action-segmentation cvpr2020 domain-adaptation domain-discrepancy pytorch self-supervised-learning temporal-dynamics video video-understanding

Last synced: 19 Nov 2024

https://github.com/paul007pl/VRCNet

[CVPR 2021 Oral] Variational Relational Point Completion Network

mvp-dataset partial-point-clouds point-cloud-completion pytorch

Last synced: 28 Oct 2024

https://github.com/sayakpaul/caption-upsampling

This repository implements the idea of "caption upsampling" from DALL-E 3 with Zephyr-7B and gathers results with SDXL.

diffusers image-generation pytorch sdxl

Last synced: 13 Jan 2025

https://github.com/nvidia/torchfort

An Online Deep Learning Interface for HPC programs on NVIDIA GPUs

deep-learning fortran libtorch pytorch

Last synced: 15 Feb 2025

https://github.com/foivospar/NED

PyTorch implementation for NED (CVPR 2022). It can be used to manipulate the facial emotions of actors in videos based on emotion labels or reference styles.

3dmm cvpr2022 deepfakes emotion expression-manipulation face face-edit gan image-generation pytorch talking-head

Last synced: 17 Nov 2024

https://github.com/jingxil/Neural-Decision-Forests

An implementation of the Deep Neural Decision Forests in PyTorch

pytorch

Last synced: 30 Oct 2024

https://github.com/cm-bf/featureflow

A state-of-the-art Video Frame Interpolation Method using feature flows blending. (CVPR 2020)

deep-learning feature-flow pytorch slow-motion video-frame-interpolation

Last synced: 07 Nov 2024

https://github.com/ozanciga/diffusion-for-beginners

denoising diffusion models, as simple as possible

dall-e diffusion imagen midjourney pytorch scheduler stable-diffusion

Last synced: 17 Nov 2024

https://github.com/clovaai/mxfont

Official PyTorch implementation of MX-Font (Multiple Heads are Better than One: Few-shot Font Generation with Multiple Localized Experts) ICCV 2021

deep-learning font font-generation generative-models iccv2021 iccv21 machine-learning mx-font pytorch

Last synced: 25 Jan 2025

https://github.com/aramis-lab/clinicadl

Framework for the reproducible processing of neuroimaging data with deep learning methods

alzheimer-disease brain-imaging convolutional-neural-network deep-learning medical-imaging neuroimaging python pytorch

Last synced: 12 Nov 2024

https://github.com/CDOTAD/AlphaGAN-Matting

This project is an unofficial implementation of AlphaGAN: Generative adversarial networks for natural image matting published at the BMVC 2018

gan matting pytorch

Last synced: 15 Nov 2024

https://github.com/Graph-COM/GSAT

[ICML 2022] Graph Stochastic Attention (GSAT) for interpretable and generalizable graph learning.

deep-learning graph-neural-networks interpretability interpretable-machine-learning pytorch xai

Last synced: 28 Nov 2024

https://github.com/ViCCo-Group/THINGSvision

Python package for extracting representations from state-of-the-art computer vision models

alignment cognitive-science computer-vision deep-learning neural-networks pytorch representations tensorflow

Last synced: 15 Nov 2024

https://github.com/vita-group/deep-k-means-pytorch

[ICML 2018] "Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions"

compression convolutional-neural-networks deep-learning neural-network-compression paper pytorch tensorflow

Last synced: 16 Nov 2024

https://github.com/jason-li-831202/Vehicle-CV-ADAS

The project can achieve FCWS, LDWS, and LKAS functions solely using only visual sensors. using YOLOv5 / YOLOv5-lite / YOLOv6 / YOLOv7 / YOLOv8 / YOLOv9 / EfficientDet and Ultra-Fast-Lane-Detection-v2 .

bytetrack efficientdet fcws lane-detection ldws lkas object-detection onnxruntime python pytorch tensorrt ultra-fast-lane-detection-v2 yolov10 yolov5 yolov5-lite yolov6 yolov7 yolov8 yolov9

Last synced: 09 Nov 2024