fcdl94

RT-DETR

[CVPR 2024] Official RT-DETR (RTDETR paddle pytorch), Real-Time DEtection TRansformer, DETRs Beat YOLOs on Real-time Object Detection. 🔥 🔥 🔥

mancinimassimiliano.github.io

My new website (under construction)

GLEE

[CVPR2024 Highlight]GLEE: General Object Foundation Model for Images and Videos at Scale

GeoSeg

UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery, ISPRS. Also, including other vision transformers and CNNs for satellite, aerial image and UAV image segmentation.

jetson-containers

Machine Learning Containers for NVIDIA Jetson and JetPack-L4T

jetson-nano-date-sync

Automatically synchronize Jetson Nano/Raspberry Pi's system time

amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

FCFD

Official implementation of the paper "Function-Consistent Feature Distillation" (ICLR 2023)

fiftyone-plugins

A curated list of plugins that you can add to your FiftyOne install!

tao_pytorch_backend

TAO Toolkit deep learning networks with PyTorch backend

detrex

detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.

fiftyone

The open-source tool for building high-quality datasets and computer vision models

once-for-all

[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

slimmable_networks

Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

DEHB

mmrazor

OpenMMLab Model Compression Toolbox and Benchmark.

fsdl-text-recognizer-2022-labs

Complete deep learning project developed in Full Stack Deep Learning, 2022 edition. Generated automatically from https://github.com/full-stack-deep-learning/fsdl-text-recognizer-2022

website

Source for https://fullstackdeeplearning.com

learned_optimization

DAFormer

[CVPR22] Official Implementation of DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation

torchprune

A research library for pytorch-based neural network pruning, compression, and more.

TorchPruner

On-the-fly Structured Pruning for PyTorch models. This library implements several attributions metrics and structured pruning utils for neural networks in PyTorch.

shrinkbench

PyTorch library to facilitate development and standardized evaluation of neural network pruning methods.

stable-diffusion

A latent text-to-image diffusion model

GPU-Puzzles

Solve puzzles. Learn CUDA.

ColossalAI

Making large AI models cheaper, faster and more accessible

composer

Supercharge Your Model Training

docs

Top-level directory for documentation and general content

sparsezoo

Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes