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uber/petastorm

Petastorm enables training and evaluation of deep learning models from Apache Parquet datasets.

1.9K
Active
Python
ML Ops
Databases
PyTorch
#deep-learning#machine-learning#data-processing

open-mmlab/mmaction

An open-source toolbox for action understanding based on PyTorch, focused on computer vision and video analysis.

1.9K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#action-detection#action-recognition#video-understanding

LTH14/mar

PyTorch implementation of the MAR+DiffLoss paper for AI-powered coding tools and frameworks.

1.9K
Archived
Python
LLM Frameworks
AI Code Generation
PyTorch
#machine-learning#llm#code-generation

Sierkinhane/CRNN_Chinese_Characters_Rec

An open-source Python library for recognizing Chinese characters using a CRNN (Convolutional Recurrent Neural Network) model.

1.9K
Archived
Python
Computer Vision
PyTorch
#ocr#character-recognition#deep-learning

waleedka/hiddenlayer

Neural network visualization and training metrics for PyTorch, TensorFlow, and Keras.

1.9K
Archived
Python
Visualization
IDE Extensions
PyTorch
#deep-learning#neural-networks#visualization

jsksxs360/How-to-use-Transformers

A comprehensive tutorial on using the Transformers library for various natural language processing tasks in Python.

1.9K
Archived
Python
LLM Frameworks
API Frameworks
PyTorch
#bert#nlp#natural-language-processing

laekov/fastmoe

A fast implementation of Mixture of Experts (MoE) for PyTorch, enabling efficient large-scale neural networks.

1.8K
Experimental
Python
LLM Frameworks
API Frameworks
PyTorch
#mixture-of-experts#large-scale-neural-networks#pytorch-library

facebookresearch/TimeSformer

Official PyTorch implementation of the TimeSformer model for video understanding.

1.8K
Archived
Python
Computer Vision
PyTorch
#computer-vision#video-understanding#transformer

rentruewang/koila

A Python library that helps prevent CUDA out of memory errors in PyTorch models with just 1 line of code.

1.8K
Active
Python
ML Ops
API Frameworks
PyTorch
#deep-learning#memory-management#out-of-memory

fastmachinelearning/hls4ml

A library for running machine learning models on FPGAs using high-level synthesis (HLS) tools.

1.8K
Active
Python
ML Ops
FPGA
Python
#fpga#hls#machine-learning

GMvandeVen/continual-learning

A PyTorch implementation of various continual learning methods for AI/ML developers.

1.8K
Stable
Jupyter Notebook
LLM Frameworks
Testing
PyTorch
#continual-learning#deep-learning#incremental-learning

xiaolai-sqlai/mobilenetv3

A PyTorch implementation of the MobileNetV3 model, providing a pre-trained model for developers working with AI tools.

1.8K
Archived
Python
Computer Vision
PyTorch
#computer-vision#pre-trained-model#pytorch

bubbliiiing/faster-rcnn-pytorch

A PyTorch implementation of the Faster R-CNN object detection algorithm that can be trained on VOC dataset.

1.8K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#object-detection#faster-rcnn#pytorch

emilianavt/OpenSeeFace

Robust real-time face and facial landmark tracking on CPU with Unity integration for virtual youtubers/VTubers.

1.8K
Stable
Python
Computer Vision
Animation & Motion
#face-tracking#facial-landmarks#virtual-youtuber

shunsukesaito/PIFu

This repository contains code for a high-resolution clothed human digitization paper, with potential applications in fashion, VR/AR, and computer graphics.

1.8K
Archived
Python
Computer Vision
Animation & Motion
PyTorch
#3d-reconstruction#computer-graphics#fashion

THUDM/CogDL

CogDL is a comprehensive library for graph deep learning, providing state-of-the-art models and utilities for graph-based tasks.

1.8K
Archived
Python
Graph Neural Networks
Graph Databases
PyTorch
#graph-neural-networks#graph-embedding#node-classification

ruotianluo/pytorch-faster-rcnn

A PyTorch-based Faster R-CNN implementation for object detection, used for AI/ML research and development.

1.8K
Archived
Jupyter Notebook
Computer Vision
API Frameworks
PyTorch
#object-detection#computer-vision#ml-ops

yassouali/pytorch-segmentation

A PyTorch library for building state-of-the-art semantic segmentation models for computer vision tasks.

1.8K
Experimental
Jupyter Notebook
Computer Vision
API Frameworks
PyTorch
#computer-vision#deep-learning#semantic-segmentation

Janspiry/Palette-Image-to-Image-Diffusion-Models

Unofficial implementation of Palette: Image-to-Image Diffusion Models for AI-powered image generation and restoration.

1.8K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#diffusion-model#image-restoration#ai-vision

NVlabs/few-shot-vid2vid

PyTorch implementation for few-shot photorealistic video-to-video translation.

1.8K
Archived
Python
Computer Vision
ML Ops
PyTorch
#computer-vision#video-translation#few-shot-learning
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