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3dmmasstn

MatConvNet implementation for incorporating a 3D Morphable Model (3DMM) into a Spatial Transformer Network (STN)

action_recognition_zoo

Codes for popular action recognition models, verified on the something-something data set.

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

attentioncluster

TensorFlow Implementation of "Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification"

ava-dataset-tool

Preprocessing tools for Google AVA Dataset

awesome-llm-for-recsys

Survey: A collection of AWESOME papers and resources on the large language model (LLM) related recommender system topics.

basel-face-model-viewer

Simple Viewer for the Basel Face Model 2017

bert-attribute-value-extract

A Pytorch implementation of "Scaling Up Open Tagging from Tens to Thousands: Comprehension Empowered Attribute Value Extraction from Product Title" (ACL 2019).

bert-pytorch

Google AI 2018 BERT pytorch implementation

books

book list

byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

c-ms-celeb

A clean version (wash list) of MS-Celeb-1M face dataset, containing 6,464,018 face images of 94,682 celebrities

chess-diagram-recognition

Detect and identify a 2D chessboard and the configuration of its pieces through the application of image processing

chessputzer

Image recognition for chess positions

clip

Contrastive Language-Image Pretraining

cnn-text-classification-pytorch

CNNs for Sentence Classification in PyTorch

deep-metric-learning-baselines

PyTorch Implementation for Deep Metric Learning Pipelines

deepclustering

Methods and Implements of Deep Clustering

efraudcom

face-alignment

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

facereconstruction

Facial Landmark Detection and head pose compute use dlib, Real time Face Reconstruction use 3D Morphable Face Model fitting

gantts

PyTorch implementation of GAN-based text-to-speech synthesis and voice conversion (VC)

intraformer

Intraformer: A Transformer based Approach to Unsupervised Long-tail Face, Facial Expression and Visual Recognition

ke-complex_modifications

Karabiner-Elements complex_modifications rules

kind-pytorch-tutorial

Kind PyTorch Tutorial for beginners

lstm

Minimal, clean example of lstm neural network training in python, for learning purposes.

multi-speaker-tacotron-tensorflow

Multi-speaker Tacotron in TensorFlow.

my-ebook

neural-chessboard

♔ An Extremely Efficient Chess-board Detection for Non-trivial Photos ♔