Ecosyste.ms: Awesome

https://github.com/ducha-aiki/google-retrieval-challenge-2019-fastai-starter

fast.ai starter kit for Google Landmark Retrieval 2019 challenge

cnn fastai kaggle pytorch retrieval

Last synced: 02 Jul 2024

https://github.com/shankarj67/Water-classifier-fastai

Deploy your Flask web app classifier on Heroku which is written using fastai library.

classifier deep-learning fastai flask flask-api flask-web python3 pytorch resnet

Last synced: 02 Jul 2024

https://github.com/nestordemeure/ManifoldMixupV2

Manifold-Mixup implementation for fastai V2

deeplearning fastai manifold-mixup pytorch

Last synced: 02 Jul 2024

https://github.com/timeseriesAI/tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

classification cnn deep-learning fastai forecasting inceptiontime machine-learning python pytorch regression rnn rocket self-supervised sequential state-of-the-art time-series time-series-analysis time-series-classification timeseries transformer

Last synced: 02 Jul 2024

https://github.com/nathanhubens/fasterai

FasterAI: Prune and Distill your models with FastAI and PyTorch

compression fastai knowledge-distillation pruning pytorch

Last synced: 02 Jul 2024

https://github.com/fastaudio/fastaudio

🔊 Audio and fastai v2

audio deep-learning fastai gpu python pytorch

Last synced: 02 Jul 2024

https://github.com/airctic/icevision

An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come

ai annotation-parsers coco-dataset coco-parser computer-vision deep-learning effecientdet fastai faster-rcnn mask-rcnn object-detection pycocotools python pytorch pytorch-lightning tutorials voc-dataset voc-parser

Last synced: 02 Jul 2024

https://github.com/j-marple-dev/model_compression

PyTorch Model Compression

lottey-ticket-hypothesis pruning pytorch quantization

Last synced: 02 Jul 2024

https://github.com/guan-yuan/awesome-AutoML-and-Lightweight-Models

A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.

architecture-search automated-feature-engineering automl awesome-list hyperparameter-optimization meta-learning model-acceleration model-compression nas neural-architecture-search pytorch quantization quantized-neural-network quantized-training tensorflow

Last synced: 02 Jul 2024

https://github.com/L1aoXingyu/Char-RNN-PyTorch

使用PyTorch实现Char RNN生成古诗和周杰伦的歌词

pytorch rnn

Last synced: 02 Jul 2024

https://github.com/allenai/allennlp

An open-source NLP research library, built on PyTorch.

data-science deep-learning natural-language-processing nlp python pytorch

Last synced: 02 Jul 2024

https://github.com/locuslab/qpth

A fast and differentiable QP solver for PyTorch.

deep-learning machine-learning optimization pytorch quadratic-programming

Last synced: 02 Jul 2024

https://github.com/1adrianb/face-alignment

:fire: 2D and 3D Face alignment library build using pytorch

deep-learning face-alignment face-detection face-detector python pytorch

Last synced: 02 Jul 2024

https://github.com/SKTBrain/KoBERT

Korean BERT pre-trained cased (KoBERT)

bert korean-nlp language-model nlp pytorch transformers

Last synced: 02 Jul 2024

https://github.com/JUGGHM/PENet_ICRA2021

ICRA 2021 "Towards Precise and Efficient Image Guided Depth Completion"

depth-completion pytorch

Last synced: 01 Jul 2024

https://github.com/robert-giaquinto/gradient-boosted-normalizing-flows

We got a stew going!

boosting deep-generative-model density-estimation normalizing-flows pytorch variational-autoencoder variational-inference

Last synced: 01 Jul 2024

https://github.com/swz30/Restormer

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

cvpr2022 defocus-deblurring efficient-transformers high-resolution image-deblurring image-deraining image-restoration low-level-vision motion-deblurring pytorch transformer

Last synced: 01 Jul 2024

https://github.com/kaylode/theseus

General template for most Pytorch projects

classification computer-vision natural-language-processing object-detection pytorch segmentation structured-data template

Last synced: 01 Jul 2024

https://github.com/yahuiliu99/PointConT

Official implementation of the paper "Point Cloud Classification Using Content-based Transformer via Clustering in Feature Space"

point-cloud pointnet2 pytorch

Last synced: 01 Jul 2024

https://github.com/Pointcept/Pointcept

Pointcept: a codebase for point cloud perception research. Latest works: PTv3 (CVPR'24 Oral), PPT (CVPR'24), OA-CNNs (CVPR'24), MSC (CVPR'23)

3d-vision point-cloud pytorch

Last synced: 01 Jul 2024

https://github.com/xushenlz/parksim

Vehicle simualtion and behavior prediction in parking lots.

deep-learning motion-prediction pytorch simulation

Last synced: 01 Jul 2024

https://github.com/kabouzeid/point2vec

Self-Supervised Representation Learning on Point Clouds (GCPR 2023 | T4V Workshop @ CVPR 2023)

lightning machine-learning point-cloud pytorch self-supervised-learning transformer vision vision-transformer

Last synced: 01 Jul 2024

https://github.com/stepankonev/waymo-motion-prediction-challenge-2022-multipath-plus-plus

Solution for Waymo Motion Prediction Challenge 2022. Our implementation of MultiPath++

autonomous-driving autonomous-vehicles cvpr2022 motion-prediction multipath pytorch sdc self-driving-car trajectory-prediction waymo-open-dataset workshop-autonomous-driving

Last synced: 01 Jul 2024

https://github.com/megvii-research/FQ-ViT

[IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer

imagenet post-training-quantization pytorch quantization vision-transformer

Last synced: 01 Jul 2024

https://github.com/ZhangGongjie/SAM-DETR

[CVPR'2022] SAM-DETR & SAM-DETR++: Official PyTorch Implementation

computer-vision cvpr cvpr2022 deep-learning detection detr machine-learning object-detection pytorch transformer vision vision-transformer

Last synced: 01 Jul 2024

https://github.com/skhadem/3D-BoundingBox

PyTorch implementation for 3D Bounding Box Estimation Using Deep Learning and Geometry

3d computer-vision localization pytorch

Last synced: 01 Jul 2024

https://github.com/DensoITLab/TeachAugment

Official Implementation of TeachAugment: Data Augmentation Optimization Using Teacher Knowledge (CVPR2022, Oral)

classification cvpr2022 deeplearning pytorch

Last synced: 01 Jul 2024

https://github.com/astra-vision/MonoScene

[CVPR 2022] "MonoScene: Monocular 3D Semantic Scene Completion": 3D Semantic Occupancy Prediction from a single image

2d-to-3d computer-vision cvpr2022 cvpr22 deep-learning kitti-360 mayavi monocular nyu-depth-v2 occupancy-prediction pytorch semantic-kitti semantic-scene-completion semantic-scene-understanding single-image-reconstruction

Last synced: 01 Jul 2024

https://github.com/yizhou-wang/RODNet

RODNet: Radar object detection network

autonomous-driving detection object-detection paper pytorch radar rodnet

Last synced: 01 Jul 2024

https://github.com/n00mkrad/flowframes

Flowframes Windows GUI for video interpolation using DAIN (NCNN) or RIFE (CUDA/NCNN)

dain gui ncnn pytorch rife video-interpolation

Last synced: 01 Jul 2024

https://github.com/polarisZhao/PFLD-pytorch

PFLD pytorch Implementation

face-landmark-detection ncnn pfld pfld-ncnn pfld-pytorch pytorch

Last synced: 01 Jul 2024

https://github.com/SamsungLabs/tr3d

[ICIP2023] TR3D: Towards Real-Time Indoor 3D Object Detection

3d-object-detection pytorch s3dis scannet sunrgbd tr3d

Last synced: 01 Jul 2024

https://github.com/Haiyang-W/DSVT

[CVPR2023] Official Implementation of "DSVT: Dynamic Sparse Voxel Transformer with Rotated Sets"

3d-object-detection backbone cvpr2023 point-cloud pytorch transformer

Last synced: 01 Jul 2024

https://github.com/sirius-ai/LPRNet_Pytorch

Pytorch Implementation For LPRNet, A High Performance And Lightweight License Plate Recognition Framework.

ctc-loss license-plate-recognition lprnet plate-detection plate-recognition pytorch

Last synced: 01 Jul 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: 01 Jul 2024

https://github.com/nolanzzz/mtmct

Design and Implementation of a Multi-Target Multi-Camera Tracking Solution

cuda deep-learning detection machine-learning opencv python pytorch reidentification research-project resnet tracking

Last synced: 01 Jul 2024

https://github.com/cs230-stanford/cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

computer-vision natural-language-processing pytorch tensorflow

Last synced: 01 Jul 2024

https://github.com/autodistill/autodistill

Images to inference with no labeling (use foundation models to train supervised models).

auto-labeling computer-vision deep-learning foundation-models grounding-dino image-annotation image-classification instance-segmentation labeling-tool machine-learning model-distillation multimodal object-detection pytorch segment-anything yolov5 yolov8

Last synced: 01 Jul 2024

https://github.com/spfrommer/torchexplorer

Interactively inspect module inputs, outputs, parameters, and gradients.

pytorch visualization wandb

Last synced: 01 Jul 2024

https://github.com/TalkUHulk/HulkFakeFace-pytorch

人脸全家桶--RetinaFace（MobileNetV2 and ResNet50 with Gender）、ArcFace、FaceBeautyRank and FaceRetrieval

arcface face-beauty face-detection face-recognition pytorch retinaface

Last synced: 01 Jul 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: 01 Jul 2024

https://github.com/ai4ce/V2X-Sim

[RA-L2022] V2X-Sim Dataset and Benchmark

benchmark collaborative-perception computer-vision dataset deep-learning machine-learning multi-robot-systems pytorch simulation v2x vehicle-to-everything

Last synced: 01 Jul 2024

https://github.com/cure-lab/MagicDrive

[ICLR24] Official implementation of the paper “MagicDrive: Street View Generation with Diverse 3D Geometry Control”

autonomous-vehicles deep-learning diffusion-models image-generation pytorch video-generation

Last synced: 01 Jul 2024

https://github.com/bytedance/byteir

A model compilation solution for various hardware

llm llvm mlir mlsys onnx pytorch tensorflow

Last synced: 01 Jul 2024

https://github.com/AIZOOTech/FaceMaskDetection

开源人脸口罩检测模型和数据 Detect faces and determine whether people are wearing mask.

caffe detection pytorch

Last synced: 01 Jul 2024

https://github.com/TropComplique/mtcnn-pytorch

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks

convolutional-neural-networks face-detection pytorch

Last synced: 01 Jul 2024

https://github.com/ximitiejiang/MyCodeForPytorch

deep learning examples by pytorch implement

deep-learning pytorch tutorial

Last synced: 01 Jul 2024

https://github.com/rguthrie3/DeepLearningForNLPInPytorch

An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.

deep-learning lstm neural-network nlp pytorch tutorial

Last synced: 01 Jul 2024

https://github.com/bethgelab/foolbox

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

adversarial-attacks adversarial-examples jax keras machine-learning python pytorch tensorflow

Last synced: 01 Jul 2024

https://github.com/threedle/text2mesh

3D mesh stylization driven by a text input in PyTorch

3d computer-graphics differentiable-rendering geometry-processing mesh-generation meshes neural-fields neural-style pytorch

Last synced: 01 Jul 2024

https://github.com/qq456cvb/CPPF

CPPF: Towards Robust Category-Level 9D Pose Estimation in the Wild (CVPR2022)

cvpr2022 deep-learning pose-estimation pytorch

Last synced: 01 Jul 2024

https://github.com/VITA-Group/SLaK

[ICLR 2023] "More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity"; [ICML 2023] "Are Large Kernels Better Teachers than Transformers for ConvNets?"

51x51 convnet deep-learning dynamic-sparsity knowledge-distillation large-kernels object-detection pytorch segmentation

Last synced: 01 Jul 2024

https://github.com/PINTO0309/Open3D-build

Provide Docker build sequences of Open3D for various environments.

cuda docker jetson jetson-nano open3d open3d-python pytorch tensorflow

Last synced: 01 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: 01 Jul 2024

https://github.com/XuyangBai/KPConv.pytorch

PyTorch reimplementation for "KPConv: Flexible and Deformable Convolution for Point Clouds" https://arxiv.org/abs/1904.08889

3d-point-clouds geometric-deep-learning kpconv pytorch

Last synced: 01 Jul 2024

https://github.com/KinglittleQ/torch-batch-svd

A 100x faster SVD for PyTorch⚡️

cusolver pytorch svd

Last synced: 01 Jul 2024

https://github.com/BIGBALLON/PyTorch-CPP

PyTorch C++ inference with LibTorch

cpp demo imagenet inference libtorch opencv pytorch pytorch-cpp

Last synced: 01 Jul 2024

https://github.com/oneapi-src/oneAPI-samples

Samples for Intel® oneAPI Toolkits

ai cpu cuda fortran fpga gpu jupyter oneapi oneccl onedal onednn onedpl onemkl onetbb python pytorch rendering scikit-learn sycl tensorflow

Last synced: 01 Jul 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: 01 Jul 2024

https://github.com/lucasjinreal/DCNv2_latest

DCNv2 supports decent pytorch such as torch 1.5+ (now 1.8+)

centernet dcnv2 pytorch

Last synced: 01 Jul 2024

https://github.com/CharlesShang/DCNv2

Deformable Convolutional Networks v2 with Pytorch

cnn deformable-convolutional-networks pytorch

Last synced: 01 Jul 2024

https://github.com/DeepVAC/libdeepvac

Use PyTorch model in C++ project

cpp deepvac libdeepvac libtorch ncnn pytorch tensorrt

Last synced: 01 Jul 2024

https://github.com/openvinotoolkit/openvino_contrib

Repository for OpenVINO's extra modules

arm inference-engine java nvidia-gpu openvino pytorch

Last synced: 01 Jul 2024

https://github.com/torchpipe/torchpipe

An Alternative for Triton Inference Server. Boosting DL Service Throughput 1.5-4x by Ensemble Pipeline Serving with Concurrent CUDA Streams for PyTorch/LibTorch Frontend and TensorRT/CVCUDA, etc., Backends

cvcuda deployment inference pipeline-parallelism pytorch ray ray-serve serve serving tensorrt torch2trt triton-inference-server

Last synced: 01 Jul 2024

https://github.com/mit-han-lab/tinyengine

[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory

c codegenerator cpp deep-learning edge-computing microcontroller neural-architecture-search pytorch quantization tinyml

Last synced: 01 Jul 2024

https://github.com/CHENGY12/DMML

code for ICCV19 paper "Deep Meta Metric Learning"

baseline meta-learning metric-learning person-reidentification pytorch resnet-50 vehicle-reidentification

Last synced: 01 Jul 2024

https://github.com/csyanbin/TPN-pytorch

Pytorch Code for ICLR19 paper: Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning.

few-shot-learning label-propagation meta-learning pytorch transductive-few-shot-learning

Last synced: 01 Jul 2024

https://github.com/eambutu/snail-pytorch

Implementation of "A Simple Neural Attentive Meta-Learner" (SNAIL, https://arxiv.org/pdf/1707.03141.pdf) in PyTorch

cnn python pytorch snail

Last synced: 01 Jul 2024

https://github.com/yinboc/prototypical-network-pytorch

A re-implementation of "Prototypical Networks for Few-shot Learning"

few-shot-learning machine-learning pytorch

Last synced: 01 Jul 2024

https://github.com/jakesnell/prototypical-networks

Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

deep-learning few-shot metric-learning nips-2017 omniglot pytorch

Last synced: 01 Jul 2024

https://github.com/ShangtongZhang/DeepRL

Modularized Implementation of Deep RL Algorithms in PyTorch

a2c categorical-dqn ddpg deep-reinforcement-learning deeprl double-dqn dqn dueling-network-architecture option-critic option-critic-architecture ppo prioritized-experience-replay pytorch quantile-regression rainbow td3

Last synced: 30 Jun 2024

https://github.com/autonise/CRAFT-Remade

Implementation of CRAFT Text Detection

craft detection ocr pytorch pytorch-implementation text-detection weak-supervision

Last synced: 30 Jun 2024

https://github.com/fcakyon/craft-text-detector

Packaged, Pytorch-based, easy to use, cross-platform version of the CRAFT text detector

actions anaconda computer-vision craft deep-learning document hacktoberfest linux macos neural-network ocr pypi python pytorch text text-detection vision windows workflow

Last synced: 30 Jun 2024

https://github.com/backtime92/CRAFT-Reimplementation

CRAFT-Pyotorch：Character Region Awareness for Text Detection Reimplementation for Pytorch

craft pytorch text-detection

Last synced: 30 Jun 2024

https://github.com/YongWookHa/craft-text-detector

CRAFT text detector for high resolution image

craft high-resolution ocr pytorch pytorch-lightning text-detector

Last synced: 30 Jun 2024

https://github.com/songdejia/EAST

This is a pytorch re-implementation of EAST: An Efficient and Accurate Scene Text Detector.

deeplearning east icdar ocr pytorch textdetection

Last synced: 30 Jun 2024

https://github.com/yinchangchang/ocr_densenet

第一届西安交通大学人工智能实践大赛（2018AI实践大赛--图片文字识别）第一名；仅采用densenet识别图中文字

densenet ocr ocr-recognition python pytorch

Last synced: 30 Jun 2024

https://github.com/open-mmlab/mmocr

OpenMMLab Text Detection, Recognition and Understanding Toolbox

abcnet abinet crnn dbnet deep-learning fcenet key-information-extraction maskrcnn ocr pan panet psenet pytorch sar sdmg-r segmentation-based-text-recognition spts svtr text-detection text-recognition

Last synced: 30 Jun 2024

https://github.com/vloison/Handwritten_Text_Recognition

computer-vision crnn ctcloss data-augmentation deep-learning handwritten-text-recognition htr iam-dataset pytorch

Last synced: 30 Jun 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: 30 Jun 2024

https://github.com/Media-Smart/vedastr

A scene text recognition toolbox based on PyTorch

ocr ocr-recognition pytorch scene-text-recognition text-recognition transformer

Last synced: 30 Jun 2024

https://github.com/GOATmessi7/RFBNet

Receptive Field Block Net for Accurate and Fast Object Detection, ECCV 2018

detection mobilenet pytorch rfbnet

Last synced: 30 Jun 2024

https://github.com/uber/petastorm

Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code.

deep-learning machine-learning parquet parquet-files pyarrow pyspark pytorch sysml tensorflow

Last synced: 29 Jun 2024

https://github.com/pytorch/serve

Serve, optimize and scale PyTorch models in production

cpu deep-learning docker gpu kubernetes machine-learning metrics mlops optimization pytorch serving

Last synced: 29 Jun 2024

https://github.com/replicate/cog

Containers for machine learning

ai containers cuda deep-learning docker machine-learning pytorch tensorflow

Last synced: 29 Jun 2024

https://github.com/pytorch/opacus

Training PyTorch models with differential privacy

deep-learning differential-privacy machine-learning neural-network privacy-preserving-machine-learning pytorch

Last synced: 29 Jun 2024

https://github.com/MLReef/mlreef

The collaboration workspace for Machine Learning

artificial-intelligence data-science deep-learning deeplearning machine-learning machine-learning-algorithms mlops mlops-environment models mxnet pytorch reproducibility tensorflow

Last synced: 29 Jun 2024

https://github.com/hysts/anime-face-detector

Anime Face Detector using mmdet and mmpose

anime computer-vision face-detection face-landmark-detection pytorch

Last synced: 29 Jun 2024

https://github.com/goldhuang/SRGAN-PyTorch

A PyTorch implementation of SRGAN specific for Anime Super Resolution based on "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network". And another PyTorch WGAN-gp implementation of SRGAN referring to "Improved Training of Wasserstein GANs".

anime pytorch srgan wgan-gp

Last synced: 29 Jun 2024