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1,080 search results found

Weatherbench ⭐ 615

A benchmark dataset for data-driven weather forecasting

Network estimating 3D Handpose from single color images

Inceptiontime ⭐ 554

InceptionTime: Finding AlexNet for Time Series Classification

Tensorflow Value Iteration Networks ⭐ 544

TensorFlow implementation of the Value Iteration Networks (NIPS '16) paper

Liteflownet ⭐ 543

LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight paper, 6.6%)

Deep Trading Agent ⭐ 514

Deep Reinforcement Learning based Trading Agent for Bitcoin

Caffe Cvprw15 ⭐ 512

❤️☕ Deep Learning of Binary Hash Codes for Fast Image Retrieval (CVPRW15)

A curated list of papers, theses, datasets, and tools related to the application of Machine Learning for Software Engineering

Awsome Deep Learning For Video Analysis ⭐ 507

Papers, code and datasets about deep learning and multi-modal learning for video analysis

Code for the AAAI 2018 publication "SEE: Towards Semi-Supervised End-to-End Scene Text Recognition"

Trashnet ⭐ 501

Dataset of images of trash; Torch-based CNN for garbage image classification

Complete Life Cycle Of A Data Science Project ⭐ 499

Complete-Life-Cycle-of-a-Data-Science-Project

UPSNet: A Unified Panoptic Segmentation Network

Deepdeblur_release ⭐ 488

Deep Multi-scale CNN for Dynamic Scene Deblurring

Multilabel Timeseries Classification With Lstm ⭐ 487

Tensorflow implementation of paper: Learning to Diagnose with LSTM Recurrent Neural Networks.

Trajectron Plus Plus ⭐ 484

Code accompanying the ECCV 2020 paper "Trajectron++: Dynamically-Feasible Trajectory Forecasting With Heterogeneous Data" by Tim Salzmann*, Boris Ivanovic*, Punarjay Chakravarty, and Marco Pavone (* denotes equal contribution).

Humanml3d ⭐ 480

HumanML3D: A large and diverse 3d human motion-language dataset.

Attention Networks For Classification ⭐ 477

Hierarchical Attention Networks for Document Classification in PyTorch

Ganilla ⭐ 476

Official Pytorch implementation of GANILLA

RNNLG is an open source benchmark toolkit for Natural Language Generation (NLG) in spoken dialogue system application domains. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.

Structured3d ⭐ 474

[ECCV'20] Structured3D: A Large Photo-realistic Dataset for Structured 3D Modeling

Awesome Segmentation Saliency Dataset ⭐ 470

A collection of some datasets for segmentation / saliency detection. Welcome to PR...😄

Exclusively Dark Image Dataset ⭐ 461

Exclusively Dark (ExDARK) dataset which to the best of our knowledge, is the largest collection of low-light images taken in very low-light environments to twilight (i.e 10 different conditions) to-date with image class and object level annotations.

🌮 Trash Annotations in Context Dataset Toolkit

Datumaro ⭐ 452

Dataset Management Framework, a Python library and a CLI tool to build, analyze and manage Computer Vision datasets.

Pytorch Flows ⭐ 444

PyTorch implementations of algorithms for density estimation

Openlane ⭐ 443

[ECCV 2022 Oral] OpenLane: Large-scale Realistic 3D Lane Dataset

Lidar Bonnetal ⭐ 443

Semantic and Instance Segmentation of LiDAR point clouds for autonomous driving

Exposure_correction ⭐ 442

Project page of the paper "Learning Multi-Scale Photo Exposure Correction" (CVPR 2021).

Gan For Tabular Data ⭐ 442

We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review and examine some recent papers about tabular GANs in action.

Bmsg Gan ⭐ 429

[MSG-GAN] Any body can GAN! Highly stable and robust architecture. Requires little to no hyperparameter tuning. Pytorch Implementation

Urban Sound Classification ⭐ 427

Urban sound classification using Deep Learning

HAnd Gesture Recognition Image Dataset

Awesome Holistic 3d ⭐ 422

A list of papers and resources (data,code,etc) for holistic 3D reconstruction in computer vision

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

Laneatt ⭐ 418

Code for the paper entitled "Keep your Eyes on the Lane: Real-time Attention-guided Lane Detection" (CVPR 2021)

Keras Text ⭐ 417

Text Classification Library in Keras

Poseflow ⭐ 416

PoseFlow: Efficient Online Pose Tracking (BMVC'18)

Deep learning-based Video Quality Assessment

RMDL: Random Multimodel Deep Learning for Classification

Code for the IJCAI'19 paper "Deep Session Interest Network for Click-Through Rate Prediction"

Openai Clip ⭐ 404

Simple implementation of OpenAI CLIP model in PyTorch.

Carefree Learn ⭐ 400

Deep Learning ❤️ PyTorch

Deepconvsep ⭐ 397

Deep Convolutional Neural Networks for Musical Source Separation

CRSLab is an open-source toolkit for building Conversational Recommender System (CRS).

Autopilot ⭐ 391

A simple self-driving car module for humans 🚘 🛣️

Lstm Fcn ⭐ 388

Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification

3dmppe_rootnet_release ⭐ 386

Official PyTorch implementation of "Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image", ICCV 2019

Dataset_synthesizer ⭐ 384

NVIDIA Deep learning Dataset Synthesizer (NDDS)

Perceptual Reflection Removal ⭐ 378

Single Image Reflection Separation with Perceptual Losses

Pytorch Superpoint ⭐ 376

Superpoint Implemented in PyTorch: https://arxiv.org/abs/1712.07629

Pytorch Cyclegan ⭐ 371

A clean and readable Pytorch implementation of CycleGAN

Fx 1 Minute Data ⭐ 370

HISTDATA - Dataset composed of all FX trading pairs / Crude Oil / Stock Indexes. Simple API to retrieve 1 Minute data Historical FX Prices (up to date).

Vehicle_reid Collection ⭐ 368

🚗 the collection of vehicle re-ID papers, datasets. 🚗

Fcn Pytorch ⭐ 366

🚘 Easiest Fully Convolutional Networks

Monkey Net ⭐ 361

Animating Arbitrary Objects via Deep Motion Transfer

Synthtiger ⭐ 358

Official Implementation of SynthTIGER (Synthetic Text Image Generator), ICDAR 2021

Human Activity Recognition Using Cnn ⭐ 355

Convolutional Neural Network for Human Activity Recognition in Tensorflow

Tf_audio_steganalysis ⭐ 355

Audio steganalysis with tensorflow.

Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology.

Yolo V2 Pytorch ⭐ 348

YOLO for object detection tasks

Fedscale ⭐ 347

FedScale is a scalable and extensible open-source federated learning (FL) platform.

LCNN: End-to-End Wireframe Parsing

Satellite Imagery Datasets Containing Ships ⭐ 336

A list of radar and optical satellite datasets for ship detection, classification, semantic segmentation and instance segmentation tasks.

Pytorch implementation of Structure-Preserving Super Resolution with Gradient Guidance (CVPR 2020 & TPAMI 2021)

Chexnet ⭐ 331

A pytorch reimplementation of CheXNet

Split Folders ⭐ 330

🗂 Split folders with files (i.e. images) into training, validation and test (dataset) folders

Musicgenreclassification ⭐ 327

Classify music genre from a 10 second sound stream using a Neural Network.

Fast Human Pose Estimation.pytorch ⭐ 325

Official pytorch Code for CVPR2019 paper "Fast Human Pose Estimation" https://arxiv.org/abs/1811.05419

V2v Posenet_release ⭐ 324

Official Torch7 implementation of "V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and Human Pose Estimation from a Single Depth Map", CVPR 2018

Tf Simplehumanpose ⭐ 324

TensorFlow implementation of "Simple Baselines for Human Pose Estimation and Tracking", ECCV 2018

Video Dataset Loading Pytorch ⭐ 323

Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops.

Patchmatchnet ⭐ 322

Official code of PatchmatchNet (CVPR 2021 Oral)

Crestereo ⭐ 318

Official MegEngine implementation of CREStereo(CVPR 2022 Oral).

Indexnet_matting ⭐ 318

Indices Matter: Learning to Index for Deep Image Matting

Posefix_release ⭐ 317

Official TensorFlow implementation of "PoseFix: Model-agnostic General Human Pose Refinement Network", CVPR 2019

Bayesian Neural Network Blogpost ⭐ 317

Building a Bayesian deep learning classifier

SASRec: Self-Attentive Sequential Recommendation

Portrait Segmentation ⭐ 310

Real-time portrait segmentation for mobile devices

Facedetection_cnn ⭐ 309

Multi-view Face Detection Using Deep Convolutional Neural Networks

Hyperspectral Classification ⭐ 309

Hyperspectral-Classification Pytorch

Metalhead.jl ⭐ 309

Computer vision models for Flux

Copy Paste Aug ⭐ 306

Copy-paste augmentation for segmentation and detection tasks

The PatchCamelyon (PCam) deep learning classification benchmark.

Scarches ⭐ 294

Reference mapping for single-cell genomics

Deep Metric Learning Cvpr16 ⭐ 294

Main repository for Deep Metric Learning via Lifted Structured Feature Embedding

Blitznet ⭐ 293

Deep neural network for object detection and semantic segmentation in real-time. Official code for the paper "BlitzNet: A Real-Time Deep Network for Scene Understanding"

Attention_is_all_you_need ⭐ 293

Transformer of "Attention Is All You Need" (Vaswani et al. 2017) by Chainer.

Spectralnet ⭐ 292

Deep network that performs spectral clustering

Visual Analogy Tensorflow ⭐ 290

Tensorflow implementation of "Deep Visual Analogy-Making"

Datascience_course ⭐ 289

Curso de Data Science em Português

Bmw Labeltool Lite ⭐ 288

This repository provides you with an easy-to-use labeling tool for State-of-the-art Deep Learning training purposes. It supports Auto-Labeling.

Mvimgnet ⭐ 283

CVPR2023 | MVImgNet: A Large-scale Dataset of Multi-view Images

Pytorch Deep Image Matting ⭐ 280

Pytorch implementation of deep image matting

Vision Based Prediction ⭐ 278

Deep Learning for Vision-based Prediction

Hypervid ⭐ 276

开源移动端车型识别 Mobile Plateform Vehicle Identification Model

3d Point Clouds ⭐ 275

🔥3D点云目标检测&语义分割(深度学习)-SOTA方法,代码,论文,数据集等

Squirrel Core ⭐ 271

A Python library that enables ML teams to share, load, and transform data in a collaborative, flexible, and efficient way 🌰

Deep Semantic Role Labeling with Self-Attention

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