Deep Learning

Frameworks for Neural Networks and Deep Learning.

Newest releases

hustvl Crossover Learning for Fast Online Video Instance Segmentation (ICCV 2021)

Zhouyi-AIPU This repo provides a set of AI models for reference used by Zhouyi SDK.

xiaodaigh Packages and other resourced designed to make things run fast in Julia

SegmentationBLWX sssegmentation is a general framework for our research on strongly supervised semantic segmentation.

yukyunglee "A survey of Transformer" paper study 👩🏻‍💻🧑🏻‍💻 KoreaUniv. DSBA Lab

huimlight This project is trying to Recreate CenternetV2 based on MMDET, which is proposed in paper Probabilistic two-stage detection.

fcjian TOOD: Task-aligned One-stage Object Detection, ICCV2021 Oral

lucidrains Implementation of Fast Transformer in Pytorch

ClashLuke Simple and efficient RevNet-Library with DeepSpeed support

ppogg shufflev2-yolov5: lighter, faster and easier to deploy. Evolved from yolov5 and the size of model is only 1.7M (int8) and 3.3M (fp16). It can reach 10+ FPS on the Raspberry Pi 4B when the input size is 320×320~

LonglongaaaGo This is the offical website for paper ''Category-consistent deep network learning for accurate vehicle logo recognition''

MonashAI This project provides abundant choices of quantization strategies (such as the quantization algorithms, training schedules and empirical tricks) for quantizing the deep neural networks into low-bit counterparts.

Totoro97 Official repo for the implementation of NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view

AsuharietYgvar Convert Apple NeuralHash model for CSAM Detection to ONNX.

NVIDIA CUDA Python Low-level Bindings

cgarciae Treex - A Pytree-based Module system for JAX

YehLi X-modaler is a versatile and high-performance codebase for cross-modal analytics. This codebase unifies comprehensive high-quality modules in state-of-the-art vision-language techniques, which are organized in a standardized and u

autonomousvision [ICCV'21] NEAT: Neural Attention Fields for End-to-End Autonomous Driving

junjun3518 Simple torch.nn.module implementation of Alias-Free-GAN style filter and resample

llSourcell AlphaCare is a work-in-progress, open-source Deep Learning Engine for Healthcare that aims to treat and prevent major diseases. The goal is to eventually target the root cause of all disease, aging. We'll be building new features

JieyuZ2 Wrench is a benchmark platform containing diverse weak supervision tasks. It also provides a common and easy framework for development and evaluation of your own weak supervision models within the benchmark.

yanx27 PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.

DonkeyShot21 Official implementation of "A Unified Objective for Novel Class Discovery", ICCV2021 (Oral)

EMI-Group [ICCV 2021] FaPN: Feature-aligned Pyramid Network for Dense Image Prediction

dog-qiuqiu Based on Yolo's low-power, ultra-lightweight universal target detection algorithm, the parameter is only 250k, and the speed of the smart phone mobile terminal can reach ~300fps+

sidgan Experiments on Flood Segmentation on Sentinel-1 SAR Imagery with Cyclical Pseudo Labeling and Noisy Student Training

bytedance Online Multi-Granularity Distillation for GAN Compression (ICCV2021)

maxvfischer This guide goes through all the steps to build your own AI art installation, using a button to change the AI artwork displayed on a screen

cvg Pixel-Perfect Structure-from-Motion with Featuremetric Refinement (ICCV 2021, Oral)

Neural-video-delivery Overfitting the Data: Compact Neural Video Delivery via Content-aware Feature Modulation

wzmsltw Official PaddlePaddle implementation of Paint Transformer

AlexZou14 DAN: Unfolding the Alternating Optimization for Blind Super Resolution

luo3300612 helper tools for attention visualization in deep learning