Deep learning | Ecosyste.ms: Awesome

https://github.com/yanndubs/neural-process-family

Code for the Neural Processes website and replication of 4 papers on NPs. Pytorch implementation.

conditional-neural-process deep-learning machine-learning meta-learning neural-processes pytorch stochastic-processes uncertainty-estimation

Last synced: 07 Apr 2025

https://github.com/JosefAlbers/whisper-turbo-mlx

Blazing fast whisper turbo for ASR (speech-to-text) tasks

asr deep-learning mlx speech-recognition speech-to-text whisper whisper-turbo

Last synced: 21 Mar 2025

https://github.com/Jittor/JDet

JDet is an object detection benchmark based on Jittor. Mainly focus on aerial image object detection (oriented object detection).

aerial-image-detection deep-learning jittor object-detection oriented-object-detection

Last synced: 05 Apr 2025

https://github.com/gmberton/deep-visual-geo-localization-benchmark

Official code for CVPR 2022 (Oral) paper "Deep Visual Geo-localization Benchmark"

benchmark computer-vision datasets deep-learning descriptors geolocalization image-retrieval localization netvlad place-recognition pytorch visual-place-recognition

Last synced: 16 Jan 2026

https://github.com/rohanchandra30/TrackNPred

This is the code base for our ACM CSCS 2019 paper: "RobustTP: End-to-End Trajectory Prediction for Heterogeneous Road-Agents in Dense Traffic with Noisy Sensor Inputs". This codebase contains implementations for several trajectory prediction methods including Social-GAN and TraPHic.

cvpr deep-learning icra noisy-sensor-inputs prediction road-agents social-gan social-lstm tracking-algorithm trajectory-prediction traphic yolo

Last synced: 21 Apr 2025

https://github.com/huangjia2019/let-us-machine-learning

极客时间：Machine Learning from Scratch（零基础实战机器学习）

dataanalytics deep-learning machine-learning

Last synced: 17 Apr 2025

https://github.com/pavitrakumar78/Anime-Face-GAN-Keras

A DCGAN to generate anime faces using custom mined dataset

anime cnn deep-learning face gan generative-adversarial-network keras python

Last synced: 02 May 2025

https://github.com/plantnet/plantnet-300k

[NeurIPS2021] A plant image dataset with high label ambiguity and a long-tailed distribution

dataset deep-learning plants pytorch

Last synced: 09 Apr 2025

https://github.com/vt-vl-lab/guided-pix2pix

[ICCV 2019] Guided Image-to-Image Translation with Bi-Directional Feature Transformation

deep-learning gan pix2pix pytorch

Last synced: 04 Mar 2026

https://github.com/tugstugi/pytorch-speech-commands

Speech commands recognition with PyTorch | Kaggle 10th place solution in TensorFlow Speech Recognition Challenge

cifar10 classification deep-learning densenet dual-path-networks kaggle neural-network pytorch resnet resnext speech-recognition wide-residual-networks

Last synced: 13 Apr 2025

https://github.com/ruiminshen/yolo-tf

TensorFlow implementation of the YOLO (You Only Look Once)

deep-learning object-detection python tensorflow yolo yolo2

Last synced: 20 Apr 2025

https://github.com/yogeshhk/TeachingDataScience

Course notes for Data Science related topics, prepared in LaTeX

course-materials data-science deep-learning jupyter-notebooks latex machine-learning natural-language-processing open-source python

Last synced: 27 Mar 2025

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: 17 Jan 2026

https://github.com/lucidrains/res-mlp-pytorch

Implementation of ResMLP, an all MLP solution to image classification, in Pytorch

artificial-intelligence deep-learning vision

Last synced: 25 Aug 2025

https://github.com/lucidrains/halonet-pytorch

Implementation of the 😇 Attention layer from the paper, Scaling Local Self-Attention For Parameter Efficient Visual Backbones

artificial-intelligence attention-mechanism deep-learning vision

Last synced: 09 Apr 2025

https://github.com/shreyas-bk/U-2-Net-Demo

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: 07 Mar 2025

https://github.com/dccuchile/CC6204

Material del curso de Deep Learning de la Universidad de Chile

deep-learning pytorch uchile

Last synced: 15 Mar 2025

https://github.com/rpng/calc

Convolutional Autoencoder for Loop Closure

autoencoder deep-learning hog-features loop-closure place-recognition unsupervised-learning

Last synced: 08 May 2025

https://github.com/plantnet/PlantNet-300K

[NeurIPS2021] A plant image dataset with high label ambiguity and a long-tailed distribution

dataset deep-learning plants pytorch

Last synced: 08 May 2025

https://github.com/Mattdl/CLsurvey

Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase of "A continual learning survey: Defying forgetting in classification tasks." in IEEE TPAMI.

classification-tasks continual-learning deep-learning defy-forgetting elastic-weight-consolidation framework gradient-episodic-memory hat hyperparameter-tuning icarl inaturalist incremental-learning incremental-moment-matching memory-aware-synapses neural-networks packnet synaptic-intelligence tinyimagenet tpami

Last synced: 08 May 2025

https://github.com/napsternxg/pytorch-practice

Some example scripts on pytorch

deep-learning machine-learning pytorch pytorch-tutorial

Last synced: 09 May 2025

https://github.com/yangyanli/do-conv

Depthwise Over-parameterized Convolutional Layer

convolutional-neural-networks deep-learning gluoncv pytorch tensorflow

Last synced: 12 May 2025

https://github.com/MIPT-Oulu/pytorch_bn_fusion

Batch normalization fusion for PyTorch. This is an archived repository, which is not maintained.

batch-normalization deep-learning deep-neural-networks inference-optimization pytorch

Last synced: 17 Aug 2025

https://github.com/hlzz/DeepMatchVO

Implementation of ICRA 2019 paper: Beyond Photometric Loss for Self-Supervised Ego-Motion Estimation

deep-learning depth-estimation pose-estimation slam visual-odometry

Last synced: 01 Apr 2025

https://github.com/mattdl/clsurvey

Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase of "A continual learning survey: Defying forgetting in classification tasks." in IEEE TPAMI.

classification-tasks continual-learning deep-learning defy-forgetting elastic-weight-consolidation framework gradient-episodic-memory hat hyperparameter-tuning icarl inaturalist incremental-learning incremental-moment-matching memory-aware-synapses neural-networks packnet synaptic-intelligence tinyimagenet tpami

Last synced: 20 Aug 2025

https://github.com/the-black-knight-01/tabulo

Table Detection and Extraction Using Deep Learning ( It is built in Python, using Luminoth, TensorFlow<2.0 and Sonnet.)

deep-learning detection faster-r-cnn luminoth ocr pdf-table-extraction python sonnet ssd table-data-extraction table-detection table-detection-using-deep-learning table-recognition tabulo tensorflow tesseract

Last synced: 12 May 2025

https://github.com/OlgaChernytska/word2vec-pytorch

Implementation of the first paper on word2vec

deep-learning natural-language-processing pytorch word2vec

Last synced: 30 Sep 2025

https://github.com/aimagelab/novelty-detection

Latent space autoregression for novelty detection.

anomaly-detection computer-vision cvpr2019 deep-learning novelty-detection unsupervised-learning

Last synced: 13 Apr 2025

https://github.com/the-black-knight-01/Tabulo

Table Detection and Extraction Using Deep Learning ( It is built in Python, using Luminoth, TensorFlow<2.0 and Sonnet.)

deep-learning detection faster-r-cnn luminoth ocr pdf-table-extraction python sonnet ssd table-data-extraction table-detection table-detection-using-deep-learning table-recognition tabulo tensorflow tesseract

Last synced: 11 May 2025

https://github.com/open-spaced-repetition/srs-benchmark

A benchmark for spaced repetition schedulers/algorithms

benchmark deep-learning fsrs machine-learning research rwkv spaced-repetition spaced-repetition-algorithm

Last synced: 08 Mar 2026

https://github.com/kevin-ssy/optical-flow-guided-feature

Implementation Code of the paper Optical Flow Guided Feature, CVPR 2018

action-recognition deep-learning hmdb51 motion-design ucf101 video-classification

Last synced: 21 Aug 2025

https://github.com/microsoft/presidio-research

This package features data-science related tasks for developing new recognizers for Presidio. It is used for the evaluation of the entire system, as well as for evaluating specific PII recognizers or PII detection models.

deep-learning flair machine-learning named-entity-recognition natural-language-processing ner nlp pii privacy spacy transformers

Last synced: 12 Apr 2025

https://github.com/francescosaveriozuppichini/resnet

Clean, scalable and easy to use ResNet implementation in Pytorch

convolutional-neural-networks deep-learning neural-networks python3 pytorch

Last synced: 20 Aug 2025

https://github.com/drakearch/kaggle-courses

Kaggle courses and tutorials to get you started in the Data Science world.

data-science deep-learning machine-learning pandas python

Last synced: 16 Apr 2025

https://github.com/thomas0809/molscribe

Robust Molecular Structure Recognition with Image-to-Graph Generation

chemistry deep-learning molecule

Last synced: 08 Apr 2025

https://github.com/mims-harvard/graphml-tutorials

Tutorials for Machine Learning on Graphs

deep-learning embeddings graph-convolutional-networks graph-ml graph-neural-networks network-embeddings networks representation-learning tutorials

Last synced: 10 Oct 2025

https://github.com/labmlai/python_autocomplete

Use Transformers and LSTMs to learn Python source code

autocomplete-python deep-learning deep-learning-tutorial nlp pytorch

Last synced: 12 Feb 2026

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: 14 Jun 2025

https://github.com/zcemycl/matlab-gan

MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN

aae acgan cgan computer-vision cyclegan dcgan deep-learning deep-neural-networks gans image-generation infogan lsgan matlab matlab-gan matlab-implementations pix2pix

Last synced: 10 Jul 2025

https://github.com/Kaixhin/spinning-up-basic

Basic versions of agents from Spinning Up in Deep RL written in PyTorch

deep-learning deep-reinforcement-learning

Last synced: 01 May 2025

https://github.com/gregwchase/eyenet

Identifying diabetic retinopathy using convolutional neural networks

deep-learning keras machine-learning neural-network retinopathy tensorflow

Last synced: 13 Jul 2025

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: 16 May 2025

https://github.com/depthfirstlearning/depthfirstlearning.com

deep-learning machine-learning

Last synced: 23 Apr 2025

https://github.com/ai4ce/deepmapping

[CVPR2019 Oral] Self-supervised Point Cloud Map Estimation

deep-learning mapping point-cloud registration unsupervised-learning

Last synced: 09 Apr 2025

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: 02 Apr 2025

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: 20 Mar 2025

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: 08 May 2025

https://github.com/MousaviSajad/ECG-Heartbeat-Classification-seq2seq-model

Inter- and intra- patient ECG heartbeat classification for arrhythmia detection: a sequence to sequence deep learning approach

biosignals cnn deep-learning ecg ecg-heartbeat-classification sequence-to-sequence tensorflow

Last synced: 13 Apr 2025

https://github.com/a-r-j/proteinworkshop

Benchmarking framework for protein representation learning. Includes a large number of pre-training and downstream task datasets, models and training/task utilities. (ICLR 2024)

benchmark dataset deep-learning lightning pretraining protein protein-structure pytorch

Last synced: 05 Apr 2025

https://github.com/michiyasunaga/DrRepair

[ICML 2020] DrRepair: Learning to Repair Programs from Error Messages

code-generation deep-learning graph-neural-networks pre-training program-repair

Last synced: 22 Jul 2025

https://github.com/despoisj/latentspacevisualization

Visualization techniques for the latent space of a convolutional autoencoder in Keras

autoencoder deep-learning machine-learning neural-network visualization

Last synced: 22 Aug 2025

https://github.com/richardaecn/cvpr18-inaturalist-transfer

Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning. CVPR 2018

computer-vision cvpr2018 deep-learning fine-grained fine-grained-classification fine-grained-visual-categorization image-classification tensorflow transfer-learning

Last synced: 22 Sep 2025

https://github.com/PPPW/deep-learning-random-explore

backward-propagation cnn-architecture deep-learning fastai keras lstm

Last synced: 01 May 2025

https://github.com/pppw/deep-learning-random-explore

backward-propagation cnn-architecture deep-learning fastai keras lstm

Last synced: 03 Sep 2025

https://github.com/divelab/good

GOOD: A Graph Out-of-Distribution Benchmark [NeurIPS 2022 Datasets and Benchmarks]

deep-learning distribution-shift graph-neural-networks graph-ood invariant-learning out-of-distribution-generalization pytorch pytorch-geometric

Last synced: 12 Apr 2025

https://github.com/mims-harvard/raindrop

Graph Neural Networks for Irregular Time Series

deep-learning embeddings graph-neural-networks irregular-time-series machine-learning representation-learning time-series

Last synced: 10 Oct 2025

https://github.com/iwatake2222/play_with_tensorrt

Sample projects for TensorRT in C++

cpp deep-learning jetson nvidia tensorrt

Last synced: 12 Oct 2025

https://github.com/alibaba/lucaprot

LucaProt: A novel deep learning framework that incorporates protein amino acid sequence and structural information to predict protein function.

deep-learning dual-channels large-language-models lucaprot protein-language-models rdrp rna-virus transformer virus virus-identification

Last synced: 14 Oct 2025

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: 20 Mar 2025

https://github.com/alexander-rakhlin/iciar2018

Our solution for ICIAR 2018 Grand Challenge

computer-aided-diagnosis computer-vision deep-learning healthcare iciar-challenge machine-learning microscopy-images

Last synced: 16 Jun 2025

https://github.com/lucidrains/glom-pytorch

An attempt at the implementation of Glom, Geoffrey Hinton's new idea that integrates concepts from neural fields, top-down-bottom-up processing, and attention (consensus between columns), for emergent part-whole heirarchies from data

artificial-intelligence deep-learning geoffrey-hinton

Last synced: 07 Apr 2025

https://github.com/eladrich/pix2vertex.pytorch

An official pyTorch port of the pix2vertex paper from ICCV2017

deep-learning iccv pytorch reconstruction

Last synced: 07 Apr 2025

https://github.com/curiousily/TensorFlow-on-Android-for-Human-Activity-Recognition-with-LSTMs

iPython notebook and Android app that shows how to build LSTM model in TensorFlow and deploy it on Android

android deep-learning lstm tensorflow tensorflow-tutorial

Last synced: 08 Apr 2025

https://github.com/Gradiant/pyodi

Python Object Detection Insights

computer-vision deep-learning machine-learning object-detection

Last synced: 05 Apr 2025

https://github.com/snap-research/mmvid

[CVPR 2022] Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning

bert deep-learning multimodal-learning multimodal-video-generation text-to-video transformer video-generation

Last synced: 02 Sep 2025

https://github.com/coqui-ai/Trainer

🐸 - A general purpose model trainer, as flexible as it gets

ai data-science deep-learning machine-learning pytorch

Last synced: 19 Jul 2025

https://github.com/changgyhub/deepsketch2face

Demo and Database of "DeepSketch2Face" (SIGGRAPH 2017)

computer-graphics deep-learning face-reconstruction siggraph

Last synced: 20 Jul 2025

https://github.com/divelab/GOOD

GOOD: A Graph Out-of-Distribution Benchmark [NeurIPS 2022 Datasets and Benchmarks]

deep-learning distribution-shift graph-neural-networks graph-ood invariant-learning out-of-distribution-generalization pytorch pytorch-geometric

Last synced: 04 Apr 2025

https://github.com/ankeshanand/neural-cryptography-tensorflow

Neural Networks that invent their own encryption :key:

deep-learning neural-networks tensorflow

Last synced: 21 Aug 2025

https://zzh-tech.github.io/InterpAny-Clearer/

[ECCV2024 Oral] Clearer anytime frame interpolation & Manipulated interpolation of anything

computer-vision deep-learning eccv2024 image-manipulation slomo-filter temporal-super-resolution video-editing video-frame-interpolation video-generation video-interpolation webapp

Last synced: 24 Jul 2025

https://github.com/ryanchankh/mcr2

Official Implementation of Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction (2020)

clustering deep-learning information-theory representation-learning

Last synced: 08 May 2025

https://github.com/alexander-rakhlin/ICIAR2018

Our solution for ICIAR 2018 Grand Challenge

computer-aided-diagnosis computer-vision deep-learning healthcare iciar-challenge machine-learning microscopy-images

Last synced: 08 May 2025

https://github.com/curiousily/tensorflow-on-android-for-human-activity-recognition-with-lstms

iPython notebook and Android app that shows how to build LSTM model in TensorFlow and deploy it on Android

android deep-learning lstm tensorflow tensorflow-tutorial

Last synced: 08 May 2025

https://github.com/zzh-tech/InterpAny-Clearer

[ECCV2024 Oral] Clearer anytime frame interpolation & Manipulated interpolation of anything

computer-vision deep-learning eccv2024 image-manipulation slomo-filter temporal-super-resolution video-editing video-frame-interpolation video-generation video-interpolation webapp

Last synced: 24 Jul 2025

https://github.com/carpedm20/naf-tensorflow

"Continuous Deep Q-Learning with Model-based Acceleration" in TensorFlow

continuous-rl deep-learning deep-reinforcement-learning gym reinforcement-learning tensorflow

Last synced: 21 Aug 2025

https://github.com/amusi/daily-question

每日一题（涉及但不仅限于机器学习、深度学习和计算机视觉等方向）

computer-vision deep-learning machine-learning nerual-network

Last synced: 01 Apr 2026

https://github.com/trailofbits/privacyraven

Privacy Testing for Deep Learning

deep-learning machine-learning membership-inference model-extraction model-inversion privacy privacy-enhancing-technologies privacy-preserving-machine-learning python

Last synced: 20 Aug 2025

https://github.com/guotong1988/NL2SQL-BERT

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: 30 Apr 2025

https://github.com/snap-research/R2L

[ECCV 2022] R2L: Distilling Neural Radiance Field to Neural Light Field for Efficient Novel View Synthesis

deep-learning distillation mlp nerf neural-light-field novel-view-synthesis rendering

Last synced: 11 Apr 2025

https://github.com/louisfb01/Top-10-Computer-Vision-Papers-2020

A list of the top 10 computer vision papers in 2020 with video demos, articles, code and paper reference.

aaai2020 artificial-intelligence computer-graphics computer-vision cv deep-learning deep-neural-networks eccv eccv2020 iccv iclr2020 icml-2020 ieee neurips-2020 nips-2020 paper paper-references papers research research-paper

Last synced: 10 Apr 2025

https://github.com/snap-research/r2l

[ECCV 2022] R2L: Distilling Neural Radiance Field to Neural Light Field for Efficient Novel View Synthesis

deep-learning distillation mlp nerf neural-light-field novel-view-synthesis rendering

Last synced: 14 Mar 2026

https://github.com/ljk628/ML-Systems

papers on scalable and efficient machine learning systems

convolutional-neural-networks deep-learning distributed-computing machine-learning optimization

Last synced: 06 May 2025

https://github.com/geometalab/OSMDeepOD

OSMDeepOD - OpenStreetMap (OSM) and Machine Learning (Deep Learning) based Object Detection from Aerial Imagery (Formerly also known as "OSM-Crosswalk-Detection").

bing convolutional-neural-networks deep-learning image-detection image-segmentation machine-learning openstreetmap osm python tensorflow