dazory

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

vision

Datasets, Transforms and Models specific to Computer Vision

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

3D-ResNets-PyTorch

3D ResNets for Action Recognition (CVPR 2018)

visual-slam-roadmap

Roadmap to become a Visual-SLAM developer in 2023

RotationDetection

This is a tensorflow-based rotation detection benchmark, also called AlphaRotate.

robustness

Corruption and Perturbation Robustness (ICLR 2019)

augmix

AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty

Domain-generalization

All about domain generalization

Entity

EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation

lucent

Lucid library adapted for PyTorch

spvnas

[ECCV 2020] Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution

imagecorruptions

Python package to corrupt arbitrary images.

UV-SLAM

UV-SLAM: Unconstrained Line-based SLAM Using Vanishing Points for Structural Mapping

open-eqa

OpenEQA Embodied Question Answering in the Era of Foundation Models

robust-detection-benchmark

Code, data and benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (NeurIPS 2019 ML4AD)

rpg_event_representation_learning

Repo for learning event representations

deep_uncertainty_estimation

This repository provides the code used to implement the framework to provide deep learning models with total uncertainty estimates as described in "A General Framework for Uncertainty Estimation in Deep Learning" (Loquercio, Segù, Scaramuzza. RA-L 2020).

Computer-Vision-and-Robotics-Paper-List

International Conferences and Journal on Computer Vision / Robotics

video-ttt-release

OA-DG

Object-Aware Domain Generalization for Object Detection

Vision-Transformer-Papers

Papers to look at when starting Vision Transformer 📚

sbme-tutorials.github.io

Repository for some teaching materials in the Biomedical Engineering Dept. at Cairo Univsity

AugFPN-detectron2

Unofficial implementation for AugFPN (arxiv.org/abs/1912.05384)

mmdetection

OpenMMLab Detection Toolbox and Benchmark