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Ghost Free Shadow Removal ⭐ 260

[AAAI 2020] Towards Ghost-free Shadow Removal via Dual Hierarchical Aggregation Network and Shadow Matting GAN

Sidechainnet ⭐ 256

An all-atom protein structure dataset for machine learning.

Dialoglue ⭐ 256

DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue

[ECCV2020 Spotlight] Efficient Spatio-Temporal Recurrent Neural Network for Video Deblurring

A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).

HDLTex: Hierarchical Deep Learning for Text Classification

Source_separation ⭐ 252

Deep learning based speech source separation using Pytorch

Awesome Traffic Agent Trajectory Prediction ⭐ 251

This is a list of papers related to traffic agent trajectory prediction.

U-Net Biomedical Image Segmentation

Kiu Net Pytorch ⭐ 245

Official Pytorch Code of KiU-Net for Image/3D Segmentation - MICCAI 2020 (Oral), IEEE TMI

TOFlow: Video Enhancement with Task-Oriented Flow

Unsuperviseddeepimagestitching ⭐ 244

TIP2021 - Unsupervised deep image stitching network

Holistically-Attracted Wireframe Parsing [TPAMI'23] & [CVPR' 20]

RVOS: End-to-End Recurrent Network for Video Object Segmentation (CVPR 2019)

Stereo From Mono ⭐ 242

[ECCV 2020] Learning stereo from single images using monocular depth estimation networks

Pytorch Exercise ⭐ 239

Practical Exercise Codes for PyTorch

Tensorflow Enet ⭐ 236

TensorFlow implementation of ENet

Awesome_satellite_benchmark_datasets ⭐ 231

Supplementary material for our paper "THERE IS NO DATA LIKE MORE DATA" is provided.

Bigdata18 ⭐ 230

Transfer learning for time series classification

Glcic Pytorch ⭐ 230

A High-Quality PyTorch Implementation of "Globally and Locally Consistent Image Completion".

Speech_dataset ⭐ 229

The dataset of Speech Recognition

Cnn From Scratch ⭐ 229

A scratch implementation of Convolutional Neural Network in Python using only numpy and validated over CIFAR-10 & MNIST Dataset

Semantic Segmentation ⭐ 228

SOTA Semantic Segmentation Models in PyTorch

Car Recognition ⭐ 228

Car Recognition with Deep Learning

Freihand ⭐ 228

A dataset for estimation of hand pose and shape from single color images.

Mtg Jamendo Dataset ⭐ 225

Metadata, scripts and baselines for the MTG-Jamendo dataset

Dsmil Wsi ⭐ 224

DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image

Dgd_person_reid ⭐ 223

Domain Guided Dropout for Person Re-identification

Cosplace ⭐ 222

Official code for CVPR 2022 paper "Rethinking Visual Geo-localization for Large-Scale Applications"

Music Dance Video Synthesis ⭐ 221

[ACM MM 20 Oral] PyTorch implementation of Self-supervised Dance Video Synthesis Conditioned on Music

Benchmarking synthetic data generation methods.

Aidl_kb ⭐ 218

A Knowledge Base for the FB Group Artificial Intelligence and Deep Learning (AIDL)

Modanet ⭐ 217

ModaNet: A large-scale street fashion dataset with polygon annotations

Deephyperx ⭐ 216

Deep learning toolbox based on PyTorch for hyperspectral data classification.

Single cell perturbation prediction

Pytorch_cpp ⭐ 215

Deep Learning sample programs using PyTorch in C++

Face Dataset ⭐ 213

Face related datasets

Pointnet ⭐ 211

PyTorch implementation of "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

This repository contains the code, data, and models of the paper titled "XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages" published in Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021.

Lottery Ticket Hypothesis In Pytorch ⭐ 209

This repository contains a Pytorch implementation of the paper "The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks" by Jonathan Frankle and Michael Carbin that can be easily adapted to any model/dataset.

Roboflow 100 Benchmark ⭐ 208

Code for replicating Roboflow 100 benchmark results and programmatically downloading benchmark datasets

Neuralqa ⭐ 207

NeuralQA: A Usable Library for Question Answering on Large Datasets with BERT

Image Dataset Tool (idt) is a cli tool designed to make the otherwise repetitive and slow task of creating image datasets into a fast and intuitive process.

Pytorch Deep Learning Template ⭐ 206

A Pytorch Computer Vision template to quick start your next project! 🚀🚀

Group Normalization Tensorflow ⭐ 205

A TensorFlow implementation of Group Normalization on the task of image classification

Deep Emotion ⭐ 203

Facial Expression Recognition Using Attentional Convolutional Network, Pytorch implementation

[NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark

Scan2cad ⭐ 203

[CVPR'19] Dataset and code used in the research project Scan2CAD: Learning CAD Model Alignment in RGB-D Scans

Associatively Segmenting Instances and Semantics in Point Clouds, CVPR 2019

STanford EArthquake Dataset (STEAD):A Global Data Set of Seismic Signals for AI

Ai Audio Datasets ⭐ 199

This is a list of datasets consisting of speech, music, and sound effects, which can provide training data for Generative AI, AIGC, AI model training, intelligent audio tool development, and audio applications. It is mainly used for speech recognition, speech synthesis, singing voice synthesis, music information retrieval, music generation, etc.

Coral Cnn ⭐ 198

Rank Consistent Ordinal Regression for Neural Networks with Application to Age Estimation

Evoskeleton ⭐ 198

Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded deep monocular 3D human pose estimation wth evolutionary training data"

Worldstrat ⭐ 197

The WorldStrat Dataset

Deep Learning With Python ⭐ 197

Deep learning codes and projects using Python

Tensorflow_engineering_implementation ⭐ 195

The source code and dataset about <Deep Learning - Best Practices on TensorFlow Engineering Implementation>

Circuitnet ⭐ 194

CircuitNet: An Open-Source Dataset for Machine Learning Applications in Electronic Design Automation (EDA)

Deepgrabcut Pytorch ⭐ 193

Deep GrabCut in PyTorch

Learning To Reweight Examples ⭐ 193

PyTorch Implementation of the paper Learning to Reweight Examples for Robust Deep Learning

Non Local Nn Pytorch ⭐ 193

PyTorch implementation of Non-Local Neural Networks (https://arxiv.org/pdf/1711.07971.pdf)

Deepfashion ⭐ 193

Apparel detection using deep learning

Probabilistic Face Embeddings ⭐ 191

(ICCV 2019) Uncertainty-aware Face Representation and Recognition

Motion Sense ⭐ 189

MotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and gyroscope) (PMC Journal) (IoTDI'19)

Deepecg ⭐ 187

ECG classification programs based on ML/DL methods

Bisenetv2 Tensorflow ⭐ 187

Unofficial tensorflow implementation of real-time scene image segmentation model "BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation"

Official repository of XVFI (ICCV 2021, Oral)

Cdvd Tsp ⭐ 185

The repository is an official implementation of our CVPR2020 paper : Cascaded Deep Video Deblurring Using Temporal Sharpness Prior

Bert Attributeextraction ⭐ 185

USING BERT FOR Attribute Extraction in KnowledgeGraph. fine-tuning and feature extraction. 使用基于bert的微调和特征提取方法来进行知识图谱百度百科人物词条属性抽取。

Hello Kaggle Guide Kor ⭐ 185

Kaggle을 처음 접하는 사람들을 위한 문서

Cvpr 2023 Papers ⭐ 185

CVPR 2023 Papers: Dive into advanced research presented at the leading computer vision conference. Keep up to date with the latest developments in computer vision and deep learning. Code included. A star in the development of visual intelligence!

Msmarco ⭐ 183

Utilities, Baselines, Statistics and Descriptions Related to the MSMARCO DATASET

Deepsegmentor ⭐ 183

A Pytorch implementation of DeepCrack and RoadNet projects.

Awesome Llm Eval ⭐ 183

Awesome-LLM-Eval: a curated list of tools, datasets/benchmark, demos, learderboard, papers, docs and models, mainly for Evaluation on LLMs.

Rnn For Human Activity Recognition Using 2d Pose Input ⭐ 182

Activity Recognition from 2D pose using an LSTM RNN

Toronto 3d ⭐ 180

A Large-scale Mobile LiDAR Dataset for Semantic Segmentation of Urban Roadways

Mobile Id ⭐ 180

Deep Face Model Compression

Deepcrack ⭐ 179

DeepCrack: Learning Hierarchical Convolutional Features for Crack Detection

Lineflow ⭐ 178

⚡A Lightweight NLP Data Loader for All Deep Learning Frameworks in Python

Gtzan.keras ⭐ 177

[REPO] Music Genre classification on GTZAN dataset using CNNs

Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to beat the leaderboard.

Lesrcnn ⭐ 177

Lightweight Image Super-Resolution with Enhanced CNN (Knowledge-Based Systems,2020)

Tensorflow Xception ⭐ 176

TensorFlow implementation of the Xception Model by François Chollet

Deeplpf ⭐ 175

Code for CVPR 2020 paper "Deep Local Parametric Filters for Image Enhancement"

Generative Grasping CNN from "Closing the Loop for Robotic Grasping: A Real-time, Generative Grasp Synthesis Approach" (RSS 2018)

Deep Learning Activity Recognition ⭐ 175

A tutorial for using deep learning for activity recognition (Pytorch and Tensorflow)

Movienet Tools ⭐ 174

Tools for movie and video research

Modelzoo ⭐ 174

RoNIN: Robust Neural Inertial Navigation in the Wild

Robust Lane Detection ⭐ 172

Siamese Lstm ⭐ 172

Siamese LSTM for evaluating semantic similarity between sentences of the Quora Question Pairs Dataset.

Complex Yolov3 ⭐ 172

PyTorch implementation of Complex-YOLO paper with YoloV3

Voice_activity_detection ⭐ 171

Voice Activity Detection based on Deep Learning & TensorFlow

Deepinf ⭐ 171

DeepInf: Social Influence Prediction with Deep Learning

Deep Graph Matching Consensus ⭐ 170

Implementation of "Deep Graph Matching Consensus" in PyTorch

Deep_hand_pose ⭐ 170

Provides the source code for the deep learning components mentioned in "Depth-based hand pose estimation: methods, data, and challenges"

Pytorch_influence_functions ⭐ 168

This is a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence Functions by Pang Wei Koh and Percy Liang.

Dgc Net ⭐ 167

A PyTorch implementation of "DGC-Net: Dense Geometric Correspondence Network"

The official repo for [NeurIPS'23] "SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model"

Chromagan ⭐ 167

Official Implementation of ChromaGAN: An Adversarial Approach for Picture Colorization

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