Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
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.
- GitHub: https://github.com/topics/pytorch
- Wikipedia: https://en.wikipedia.org/wiki/PyTorch
- Repo: https://github.com/pytorch/pytorch
- Created by: Facebook's AI Research lab (FAIR)
- Released: September 2016
- Related Topics: python, pytorch-tutorial,
- Last updated: 2024-07-29 13:55:27 UTC
- JSON Representation
https://github.com/EmilienDupont/neural-processes
Pytorch implementation of Neural Processes for functions and images :fireworks:
deep-learning neural-processes pytorch
Last synced: 31 Jul 2024
https://github.com/salesforce/TabularSemanticParsing
Translating natural language questions to a structured query language
database natural-language-interface natural-language-processing pytorch semantic-parsing text-to-sql
Last synced: 18 Aug 2024
https://github.com/openclimatefix/skillful_nowcasting
Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
gan nowcasting nowcasting-models nowcasting-precipitation pytorch pytorch-implementation pytorch-lightning
Last synced: 24 Sep 2024
https://github.com/kozistr/pytorch_optimizer
optimizer & lr scheduler & loss function collections in PyTorch
adabelief adabound adai adamd adamp adan chebyshev deep-learning diffgrad gradient-centralization learning-rate-scheduling lookahead loss-functions madgrad nero optimizer pytorch radam ranger sam
Last synced: 01 Aug 2024
https://github.com/SsisyphusTao/Object-Detection-Knowledge-Distillation
An Object Detection Knowledge Distillation framework powered by pytorch, now having SSD and yolov5.
deep-learning knowledge-distillation object-detection pytorch ssd yolov5
Last synced: 02 Aug 2024
https://github.com/BasBuller/PySNN
Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration
deep-learning dynamic gpu-acceleration gpu-computing machine-learning neural-networks python3 pytorch spiking-neural-networks stdp
Last synced: 03 Aug 2024
https://github.com/ruhyadi/YOLO3D
YOLO 3D Object Detection for Autonomous Driving Vehicle
3d-object-detection deep-learning pytorch self-driving-car yolo
Last synced: 31 Jul 2024
https://github.com/ashutosh1919/explainable-cnn
📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.
cnn cnn-classification cnn-pytorch cnn-visualization cnn-visualization-technique explainable-ai explainable-ml grad-cam grad-cam-visualization guided-backpropagation guided-grad-cam pytorch pytorch-implementation saliency-detection saliency-map visualization
Last synced: 07 Aug 2024
https://cure-lab.github.io/PnPInversion/
[ICLR2024] Official repo for paper "PnP Inversion: Boosting Diffusion-based Editing with 3 Lines of Code"
deep-learning diffusion-inversion diffusion-model diffusion-models iclr2024 image-editing image-generation paper-implementation paper-implementations pytorch
Last synced: 31 Jul 2024
https://github.com/ajbrock/FreezeOut
Accelerate Neural Net Training by Progressively Freezing Layers
deep-learning densenet machine-learning memes neural-networks pytorch vgg16 wide-residual-networks
Last synced: 03 Aug 2024
https://github.com/MuhammadMoinFaisal/YOLOv8_Segmentation_DeepSORT_Object_Tracking
YOLOv8 Segmentation with DeepSORT Object Tracking (ID + Trails)
object-segmentation object-tracking objecttracking opencv pytorch yolo yolov8 yolov8-deepsort
Last synced: 01 Aug 2024
https://github.com/aangelopoulos/conformal_classification
Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).
artificial-intelligence classification classifier computer-vision conformal conformal-prediction deep-neural-networks distribution-free imagenet machine-learning neural-networks nonparametric nonparametric-statistics prediction-sets pytorch statistics uncertainty uncertainty-quantification vision
Last synced: 01 Aug 2024
https://github.com/kkirchheim/pytorch-ood
👽 Out-of-Distribution Detection with PyTorch
anomaly-detection confidence-estimation deep-learning neural-network novelty-detection ood-detection open-set-recognition pytorch
Last synced: 31 Jul 2024
https://github.com/lannguyen0910/food-recognition
🍔🍟🍗 Food analysis baseline with Theseus. Integrate object detection, image classification and multi-class semantic segmentation 🍞🍖🍕
computer-vision deep-learning efficientnet food-analysis food-classification food-detection food-segmentation image-classification object-detection pytorch semantic-segmentation unetplusplus yolov5 yolov8
Last synced: 02 Aug 2024
https://github.com/Jzou44/photo2pixel
Algorithm used in photo2pixel.co to convert photo to pixel style(8-bit) art.
image-processing pixel pixel-art pixelart pytorch
Last synced: 01 Aug 2024
https://github.com/MLSysOps/Active-Learning-as-a-Service
A scalable & efficient active learning/data selection system for everyone.
active-learning automl deep-learning machine-learning mlops mlsys pytorch
Last synced: 31 Jul 2024
https://github.com/tusharsarkar3/xbnet
Boosted neural network for tabular data
deep-learning hacktoberfest machine-learning pytorch
Last synced: 24 Sep 2024
https://github.com/ZhangYuanhan-AI/NOAH
Searching prompt modules for parameter-efficient transfer learning.
deep-learning domain-generalization pre-trained-model prompt-tuning pytorch transfer-learning visual-prompting
Last synced: 09 Aug 2024
https://github.com/ToluClassics/candle-tutorial
Tutorial for Porting PyTorch Transformer Models to Candle (Rust)
Last synced: 24 Sep 2024
https://github.com/nachiket92/PGP
Code for "Multimodal Trajectory Prediction Conditioned on Lane-Graph Traversals," CoRL 2021.
autonomous-vehicles nuscenes pytorch trajectory-prediction
Last synced: 31 Jul 2024
https://github.com/dqshuai/MetaFormer
A PyTorch implementation of "MetaFormer: A Unified Meta Framework for Fine-Grained Recognition". A reference PyTorch implementation of “CoAtNet: Marrying Convolution and Attention for All Data Sizes”
fine-grained-classification pytorch
Last synced: 01 Aug 2024
https://github.com/huangtinglin/Knowledge_Graph_based_Intent_Network
Learning Intents behind Interactions with Knowledge Graph for Recommendation, WWW2021
explainable-recommendation graph-neural-network information-retrieval knowledge-graph knowledge-graph-for-recommendation pytorch recommendation-system www2021
Last synced: 08 Aug 2024
https://github.com/yueliu1999/DCRN
[AAAI 2022] An official source code for paper Deep Graph Clustering via Dual Correlation Reduction.
data-mining deep-clustering deep-learning gcn graph-convolutional-network graph-convolutional-networks graph-neural-networks network-embedding pytorch representation-learning self-supervised-learning unsupervised-learning
Last synced: 03 Aug 2024
https://github.com/liuyukid/transformers-ner
Pytorch-Named-Entity-Recognition-with-transformers
adversarial-training albert bert camembert crf distilbert electra fgm ner pgd pytorch roberta softmax span transformers xlm xlmroberta
Last synced: 02 Aug 2024
https://github.com/benedekrozemberczki/Splitter
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
clustering community-detection deep-learning deep-neural-network deepwalk ego-splitting factorization gensim graph-embedding graph-neural-network graph-representation-learning implicit-factorization machine-learning network-embedding node-embedding node2vec overlapping-community-detection pytorch word-vector word2vec
Last synced: 01 Aug 2024
https://github.com/nvidia-ai-iot/trt_pose_hand
Real-time hand pose estimation and gesture classification using TensorRT
hand-gesture-recognition hand-pose-estimation jetson-nano jetson-xavier jetson-xavier-nx pose-estimation pretrained-model pytorch real-time sklearn tensorrt
Last synced: 24 Sep 2024
https://github.com/frgfm/torch-scan
Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)
benchmark deep-learning deep-neural-networks flops flops-counter keras python pytorch pytorch-utils receptive-field summary
Last synced: 03 Aug 2024
https://github.com/jiachens/ModelNet40-C
Repo for "Benchmarking Robustness of 3D Point Cloud Recognition against Common Corruptions" https://arxiv.org/abs/2201.12296
benchmark computer-vision corruption-robustness data-augmentation deep-learning ml-safety point-cloud-processing pytorch regularization robustness
Last synced: 31 Jul 2024
https://github.com/benedekrozemberczki/SEAL-CI
A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
active-learning active-learning-module deep-learning deep-learning-algorithms deepwalk gcn gnn graph-classification graph-convolution graph-convolutional-networks graph-embedding graph-neural-network graph-neural-networks graph-representation-learning machine-learning-algorithms network-embedding node-classification node2vec pytorch tensorflow
Last synced: 31 Jul 2024
https://github.com/hyperdimensional-computing/torchhd
Torchhd is a Python library for Hyperdimensional Computing and Vector Symbolic Architectures
hd-computing hdc hyperdimensional-computing pytorch symbolic-ai vector-symbolic-architectures vsa
Last synced: 24 Sep 2024
https://github.com/Deepest-Project/MelNet
Implementation of "MelNet: A Generative Model for Audio in the Frequency Domain"
Last synced: 01 Aug 2024
https://github.com/soobinseo/Tacotron-pytorch
Pytorch implementation of Tacotron
pytorch tacotron text-to-speech tts
Last synced: 03 Aug 2024
https://github.com/DeMoriarty/TorchPQ
Approximate nearest neighbor search with product quantization on GPU in pytorch and cuda
cuda nearest-neighbor-search pytorch
Last synced: 01 Aug 2024
https://github.com/stefanonardo/pytorch-esn
An Echo State Network module for PyTorch.
deep-learning echo-state-networks esn machine-learning neural-networks python pytorch recurrent-neural-networks reservoir-computing
Last synced: 02 Aug 2024
https://github.com/AdeelH/pytorch-multi-class-focal-loss
An (unofficial) implementation of Focal Loss, as described in the RetinaNet paper, generalized to the multi-class case.
classification deep-learning imbalanced-classes implementation-of-research-paper loss-functions machine-learning multiclass-classification neural-network pytorch pytorch-implementation retinanet
Last synced: 03 Aug 2024
https://github.com/ttanzhiqiang/onnx_tensorrt_project
Support Yolov5(4.0)/Yolov5(5.0)/YoloR/YoloX/Yolov4/Yolov3/CenterNet/CenterFace/RetinaFace/Classify/Unet. use darknet/libtorch/pytorch/mxnet to onnx to tensorrt
batch-inference centerface centernet classify darknet libtorch mxnet onnx-tensorrt pytorch retinaface unet yolor yolov4 yolov5 yolox
Last synced: 31 Jul 2024
https://github.com/dmarnerides/pydlt
PyTorch based Deep Learning Toolbox
computer-vision deep-learning pytorch toolbox
Last synced: 03 Aug 2024
https://github.com/Siyu-C/ACAR-Net
[CVPR 2021] Actor-Context-Actor Relation Network for Spatio-temporal Action Localization
acar-net action-detection activitynet activitynet-challenge arxiv ava ava-dataset ava-kinetics model-zoo pytorch spatio-temporal-action-localization torch
Last synced: 01 Aug 2024
https://github.com/stas00/ipyexperiments
Automatic GPU+CPU memory profiling, re-use and memory leaks detection using jupyter/ipython experiment containers
gpu ipython jupyter memory-management notebook pytorch ram
Last synced: 24 Sep 2024
https://github.com/KU-CVLAB/Self-Attention-Guidance
Official implementation of the paper "Improving Sample Quality of Diffusion Models Using Self-Attention Guidance" (ICCV 2023)
artificial-intelligence diffusion-models generative-models pytorch
Last synced: 31 Jul 2024
https://ku-cvlab.github.io/Self-Attention-Guidance/
Official implementation of the paper "Improving Sample Quality of Diffusion Models Using Self-Attention Guidance" (ICCV 2023)
artificial-intelligence diffusion-models generative-models pytorch
Last synced: 31 Jul 2024
https://github.com/tobran/GALIP
[CVPR2023] A faster, smaller, and better text-to-image model for large-scale training
Last synced: 31 Jul 2024
https://github.com/hangg7/deformable-kernels
Deforming kernels to adapt towards object deformation. In ICLR 2020.
iclr2020 operator pytorch representation-learning
Last synced: 31 Jul 2024
https://github.com/CyberAgentAILab/layout-dm
LayoutDM: Discrete Diffusion Model for Controllable Layout Generation [Inoue+, CVPR2023]
cvpr2023 diffusion-models generative-ai layout pytorch
Last synced: 31 Jul 2024
https://cyberagentailab.github.io/layout-dm/
LayoutDM: Discrete Diffusion Model for Controllable Layout Generation [Inoue+, CVPR2023]
cvpr2023 diffusion-models generative-ai layout pytorch
Last synced: 31 Jul 2024
https://github.com/tomchang25/whisper-auto-transcribe
Auto transcribe tool based on whisper
asr deep-learning gradio gradio-interface language-model pytorch speech-processing speech-recognition speech-to-text text-to-speech video-captioning voice-activity-detection
Last synced: 04 Aug 2024
https://github.com/graphsignal/graphsignal-python
Graphsignal Tracer for Python
ai-agents artificial-intelligence debugging deep-learning huggingface inference langchain langchain-python llama-index machine-learning monitoring observability openai-api python pytorch tracer
Last synced: 24 Sep 2024
https://github.com/Bil369/MaskDetect-YOLOv4-PyTorch
基于PyTorch&YOLOv4实现的口罩佩戴检测 :star: 自建口罩数据集分享
Last synced: 02 Aug 2024
https://github.com/hyperdashio/hyperdash-sdk-py
Official Python SDK for Hyperdash
ai ipython jupyter-notebook keras machine-learning pytorch sdk
Last synced: 24 Sep 2024
https://github.com/shreyas-bk/u2netdemo
Demonstration using Google Colab to show how U-2-NET can be used for Background Removal, Changing Backgrounds, Bounding Box Creation, Salient Feature Highlighting and Salient Object Cropping.
background-removal bounding-boxes deep-learning image-cropping machine-learning python pytorch saliency-map tensorflow u2net
Last synced: 30 Jul 2024
https://github.com/MuhammadMoinFaisal/Automatic_Number_Plate_Detection_Recognition_YOLOv8
Automatic Number Plate Detection YOLOv8
anpr licence license-plate-recognition opencv pytorch yolo yolov8 yolov8-deepsort
Last synced: 02 Aug 2024
https://github.com/tfjgeorge/nngeometry
{KFAC,EKFAC,Diagonal,Implicit} Fisher Matrices and finite width NTKs in PyTorch
ek-fac ekfac fim fisher-information-matrix gram jacobian k-fac kfac neural-tangent-kernel ntk pytorch tangent
Last synced: 02 Aug 2024
https://github.com/Peterisfar/YOLOV3
yolov3 by pytorch
mobilenetv2 model-compression object-detection pytorch voc yolov3
Last synced: 02 Aug 2024
https://github.com/AnshMittal1811/MachineLearning-AI
This repository contains all the work that I regularly did and studied from Medium blogs, several research papers, and other Repos (related/unrelated to the research papers).
3d-computer-vision audio-signal-processing computer-vision convolutional-neural-networks deep-learning deep-neural-networks generative-models gradcam graph-neural-networks image-classification lidar-point-cloud machine-learning neural-network neural-networks neural-radiance-fields neural-rendering pytorch transformers vision-transformer
Last synced: 31 Jul 2024
https://github.com/szymonmaszke/torchfunc
PyTorch functions and utilities to make your life easier
docker extensions functions neural-network performance performance-analysis pytorch record recording tips utilities utils
Last synced: 02 Aug 2024
https://github.com/ENSTA-U2IS-AI/torch-uncertainty
Open-source framework for uncertainty and deep learning models in PyTorch :seedling:
bayesian-network computer-vision ensembles mixup neural-networks predictive-uncertainty pytorch reliable-ai trustworthy-machine-learning uncertainty uncertainty-quantification
Last synced: 01 Aug 2024
https://minyoungg.github.io/pix2latent/
Code for: Transforming and Projecting Images into Class-conditional Generative Networks
biggan cma-es gan inverting-images nevergrad pytorch stylegan2
Last synced: 02 Aug 2024
https://github.com/p0p4k/pflowtts_pytorch
Unofficial implementation of NVIDIA P-Flow TTS paper
deep-learning flow-matching pflow pytorch text-to-speech tts
Last synced: 08 Aug 2024
https://github.com/Oulu-IMEDS/pytorch_bn_fusion
Batch normalization fusion for PyTorch
batch-normalization deep-learning deep-neural-networks inference-optimization pytorch
Last synced: 07 Aug 2024
https://github.com/minyoungg/pix2latent
Code for: Transforming and Projecting Images into Class-conditional Generative Networks
biggan cma-es gan inverting-images nevergrad pytorch stylegan2
Last synced: 01 Aug 2024
https://github.com/Xharlie/BtcDet
Behind the Curtain: Learning Occluded Shapes for 3D Object Detection
3d 3d-object-detection aaai-2022 aaai2022 autonomous-driving autonomous-vehicles computer-vision deep-learning generative-model lidar lidar-point-cloud object-detection occlusion occlusion-handling point-cloud pytorch self-driving self-driving-car
Last synced: 31 Jul 2024
https://github.com/helmholtz-analytics/heat
Distributed tensors and Machine Learning framework with GPU and MPI acceleration in Python
array-api data-analytics data-processing data-science distributed gpu hpc machine-learning massive-datasets mpi mpi4py multi-gpu multi-node-cluster numpy parallelism python pytorch tensors
Last synced: 24 Sep 2024
https://github.com/napsternxg/pytorch-practice
Some example scripts on pytorch
deep-learning machine-learning pytorch pytorch-tutorial
Last synced: 03 Aug 2024
https://github.com/wmcnally/golfdb
GolfDB is a video database for Golf Swing Sequencing, which involves detecting 8 golf swing events in trimmed golf swing videos. This repo demos the baseline model, SwingNet.
action-recognition event-detection golf pytorch temporal video
Last synced: 13 Aug 2024
https://github.com/ssube/onnx-web
web UI for GPU-accelerated ONNX pipelines like Stable Diffusion, even on Windows and AMD
ai-art amd diffusion esrgan flask generative-art gfpgan image-generation linux nvidia python pytorch reactjs stable-diffusion super-resolution text2image upscaling web-app windows
Last synced: 07 Aug 2024
https://github.com/autonise/CRAFT-Remade
Implementation of CRAFT Text Detection
craft detection ocr pytorch pytorch-implementation text-detection weak-supervision
Last synced: 01 Aug 2024
https://github.com/Karel911/TRACER
TRACER: Extreme Attention Guided Salient Object Tracing Network (AAAI 2022) implementation in PyTorch
aaai-2022 aaai2022 attention attention-mechanism background-removal image-segmentation pytorch pytorch-implementation salient-object-detection
Last synced: 01 Aug 2024
https://github.com/zjunlp/KnowPrompt
[WWW 2022] KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction
dataset dialogre few-shot-learning knowledge-informed-prompt-learning knowprompt prompt prompt-learning prompt-tuning pytorch re relation-extraction semeval tacred text-classification
Last synced: 03 Aug 2024
https://github.com/LeapLabTHU/EfficientTrain
1.5−3.0× lossless training or pre-training speedup. An off-the-shelf, easy-to-implement algorithm for the efficient training of foundation visual backbones.
computer-vision deep-learning efficient-training machine-learning pytorch
Last synced: 01 Aug 2024
https://github.com/lettucecfd/lettuce
Computational Fluid Dynamics based on PyTorch and the Lattice Boltzmann Method
cfd lattice-boltzmann machine-learning physics-simulation pytorch torch
Last synced: 05 Aug 2024
https://github.com/isl-org/Open3D-PointNet
Open3D PointNet implementation with PyTorch
Last synced: 31 Jul 2024
https://github.com/qanastek/HugsVision
HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision
bert computer-vision deep-learning deit detr huggingface image-classification image-generation machine-learning object-detection pretrained-models pythorch pytorch pytorch-transformers semantic-segmentation state-of-the-art torchvision transformers vit yolo
Last synced: 03 Aug 2024
https://github.com/lquirosd/P2PaLA
Page to PAGE Layout Analysis Tool
computer-vision deep-neural-networks document-layout-analysis gan generative-adversarial-network handwritten-text-recognition image-segmentation page-xml pix2pix pytorch
Last synced: 01 Aug 2024
https://github.com/curiousily/Deploy-BERT-for-Sentiment-Analysis-with-FastAPI
Deploy BERT for Sentiment Analysis as REST API using FastAPI, Transformers by Hugging Face and PyTorch
bert deep-learning deploy-machine-learning deployment fastapi huggingface huggingface-transformer machine-learning python pytorch rest rest-api sentiment-analysis transformers uvicorn
Last synced: 13 Aug 2024
https://github.com/rlaphoenix/VSGAN
PyTorch-based Super-Resolution and Restoration Image Processing Module for VapourSynth
deep-learning editing esrgan gan image-manipulation python pytorch restoration upscaling vapoursynth
Last synced: 01 Aug 2024
https://github.com/TIO-IKIM/CellViT
CellViT: Vision Transformers for Precise Cell Segmentation and Classification
ai cell digitalpathology microscopy ml python pytorch
Last synced: 02 Aug 2024
https://github.com/ghimiredhikura/Complex-YOLOv3
PyTorch implementation of Complex-YOLO paper with YoloV3
deep-learning object-detection pytorch
Last synced: 02 Aug 2024
https://github.com/Randl/ShuffleNetV2-pytorch
Implementation of ShuffleNetV2 for pytorch
cnn-model pytorch shufflenetv2
Last synced: 31 Jul 2024
https://github.com/guotong1988/NL2SQL-RULE
Content Enhanced BERT-based Text-to-SQL Generation https://arxiv.org/abs/1910.07179
bert deep-learning knowledge knowledge-representation nl2sql nlp pytorch rule-inject-to-model semantic-parsing text2sql
Last synced: 02 Aug 2024
https://github.com/dccuchile/CC6204
Material del curso de Deep Learning de la Universidad de Chile
Last synced: 31 Jul 2024
https://github.com/cmsflash/beauty-net
A simple, flexible, and extensible template for PyTorch. It's beautiful.
cnn computer-vision deep-learning image-classification pytorch pytorch-template
Last synced: 02 Aug 2024
https://github.com/lightforever/mlcomp
Distributed DAG (Directed acyclic graph) framework for machine learning with UI
artificial-intelligence automl computer-vision deep-learning distributed-computing infrastructure machine-learning python pytorch research
Last synced: 01 Aug 2024
https://github.com/blue-season/pywarm
A cleaner way to build neural networks for PyTorch.
clean-code data-science deep-learning keras machine-learning neural-network neural-networks python3 pytorch
Last synced: 03 Aug 2024
https://github.com/lcswillems/torch-ac
Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO
a2c a3c actor-critic advantage-actor-critic deep-reinforcement-learning minigrid multi-process ppo proximal-policy-optimization pytorch recurrent recurrent-neural-networks reinforcement-learning reward-shaping
Last synced: 07 Aug 2024
https://github.com/mzjb/DeepH-pack
Deep neural networks for density functional theory Hamiltonian.
ab-initio-simulations deeph density-functional-theory dft equivariant-network first-principles-calculations hamiltonian julia physics pytorch
Last synced: 02 Aug 2024
https://github.com/jameschapman19/cca_zoo
Canonical Correlation Analysis Zoo: A collection of Regularized, Deep Learning based, Kernel, and Probabilistic methods in a scikit-learn style framework
canonical-correlation-analysis cca cca-zoo dcca deep kernel multiset-cca multiview pls pytorch tensor-cca
Last synced: 02 Aug 2024
https://github.com/gwinndr/MusicTransformer-Pytorch
MusicTransformer written for MaestroV2 using the Pytorch framework for music generation
maestro mit music-generation music-transformer python pytorch transformer
Last synced: 01 Aug 2024
https://github.com/biasvariancelabs/aitlas
AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.
artificial-intelligence classification computer-vision dataset deep-learning deep-neural-networks earth-observation geospatial image-classification machine-learning models object-detection pytorch remote-sensing satellite-data satellite-images segmentation sentinel vision-transformer
Last synced: 03 Aug 2024
https://github.com/iamyuanchung/Autoregressive-Predictive-Coding
Autoregressive Predictive Coding: An unsupervised autoregressive model for speech representation learning
pre-training pytorch representation-learning self-supervised-learning unsupervised-learning
Last synced: 07 Aug 2024
https://github.com/nicklashansen/voice-activity-detection
Voice Activity Detection (VAD) using deep learning.
convolutional-neural-networks deep-learning deep-neural-networks densenet focal-loss pytorch recurrent-neural-networks voice-activity-detection
Last synced: 03 Aug 2024
https://github.com/pengboxiangshang/torchsketch
TPAMI 2022
cnn deep-learning gnn pytorch rnn sketch tcn
Last synced: 24 Sep 2024
https://github.com/fanglanting/skip-gram-pytorch
A complete pytorch implementation of skip-gram
embed pytorch spearman word2vec
Last synced: 07 Aug 2024
https://github.com/Bobholamovic/CDLab
Yet another repository for developing and benchmarking deep learning-based change detection methods.
change-detection deep-learning pytorch remote-sensing
Last synced: 03 Aug 2024
https://github.com/PengBoXiangShang/torchsketch
TPAMI 2022
cnn deep-learning gnn pytorch rnn sketch tcn
Last synced: 01 Aug 2024
https://github.com/chr5tphr/zennit
Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.
attribution deep-learning explainability explainable-ai feature-attribution interpretability interpretable-ai interpretable-ml lrp machine-learning python pytorch xai
Last synced: 31 Jul 2024
https://github.com/pycroscopy/atomai
Deep and Machine Learning for Microscopy
deep-kernel-learning deep-learning electron-microscopy ensemble-learning fully-convolutional-networks google-colaboratory imaging jupyter-notebook machine-learning materials materials-science microscopy multivariate-analysis pytorch scanning-probe-microscopy semantic-segmentation variational-autoencoders
Last synced: 03 Aug 2024
https://github.com/SurajDonthi/Multi-Camera-Person-Re-Identification
State-of-the-art model for person re-identification in Multi-camera Multi-Target Tracking. Benchmarked on Market-1501 and DukeMTMTC-reID datasets.
computer-vision convolutional-neural-networks deep-learning dukemtmc-reid market-1501 mtmct multi-camera-tracking person-reidentification pytorch pytorch-lightning spatial-temporal
Last synced: 31 Jul 2024
https://github.com/obss/jury
Comprehensive NLP Evaluation System
datasets evaluate evaluation huggingface machine-learning metrics natural-language-processing nlp nlp-evaluation python pytorch transformers
Last synced: 02 Aug 2024
