670 Open source projects that are alternatives of or similar to Dsrg

C++ based toolbox for the SUNCG dataset

A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.

This is an ongoing re-implementation of DeepLab_v3_plus on pytorch which is trained on VOC2012 and use ResNet101 for backbone.

STEAL - Learning Semantic Boundaries from Noisy Annotations (CVPR 2019)

An Official Repo of CVPR '20 "MSeg: A Composite Dataset for Multi-Domain Segmentation"

load caffe prototxt and weights directly in pytorch

vehicle image retrieval using k CNNs ensemble method

Deep Learning Visualization Toolkit（『飞桨』深度学习可视化工具 ）

Exploring Cross-Image Pixel Contrast for Semantic Segmentation

Pytorch for Segmentation

Applying UNET Model on TGS Salt Identification Challenge hosted on Kaggle

Deep networks for Earth Observation

MTCNN Face Detection & Alignment

Caffe Implementation of Google's MobileNets (v1 and v2)

A deep learning based algorithm to detect rotated object, for example, objects in remote sensing images

Collection of computer vision models, ready to be included in a JVM project

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

Dockerfile and runscripts for DispNet and FlowNet1 (estimation of disparity and optical flow)

Real-Time 3D Semantic Reconstruction from 2D data

Direct Graphical Models (DGM) C++ library, a cross-platform Conditional Random Fields library, which is optimized for parallel computing and includes modules for feature extraction, classification and visualization.

Pixel-wise segmentation on VOC2012 dataset using pytorch.

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

DeepLabv3+ built in TensorFlow

全平台实时人脸检测和姿态估计，提供无需任何框架实现Realtime Face Detection and Head pose estimation on Windows、Ubuntu、Mac、Android and iOS

Tools to Design or Visualize Architecture of Neural Network

DeepLabv3, DeepLabv3+ and pretrained weights on VOC & Cityscapes

CGNet: A Light-weight Context Guided Network for Semantic Segmentation [IEEE Transactions on Image Processing 2020]

Tensorflow Implementation of Yahoo's Open NSFW Model

This work is based on our paper "DualConvMesh-Net: Joint Geodesic and Euclidean Convolutions on 3D Meshes", which appeared at the IEEE Conference On Computer Vision And Pattern Recognition (CVPR) 2020.

No dependency caffe replacement

Free to use online tool for labelling photos. https://makesense.ai

Neural Network Tools: Converter and Analyzer. For caffe, pytorch, draknet and so on.

Transform the caffe model to pytorch model for Temporal Segment Network

Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/

An awesome semantic segmentation model that runs in real time

Tensorflow 2 implementation of complete pipeline for multiclass image semantic segmentation using UNet, SegNet and FCN32 architectures on Cambridge-driving Labeled Video Database (CamVid) dataset.

Review on Object Detection Metrics: 14 object detection metrics including COCO's and PASCAL's metrics. Supporting different bounding box formats.

Keras version of Realtime Multi-Person Pose Estimation project

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

📹 一个短视频APP视频内容安全审核的思路调研及实现汇总

Semantic segmentation on iPhone using ESPNetv2

High-level batteries-included neural network training library for Pytorch

Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks

Implementation for <Large-Margin Softmax Loss for Convolutional Neural Networks> in ICML'16.

Segmentation of ID Cards using Semantic Segmentation

BCDU-Net : Medical Image Segmentation

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

Optimized (for size and speed) Caffe lib for iOS and Android with out-of-the-box demo APP.

A curated list of awesome data labeling tools

TensorFlow-based implementation of "Pyramid Scene Parsing Network".

Uncertainty-aware Semantic Segmentation of LiDAR Point Clouds for Autonomous Driving

To speedup and simplify image labeling/ annotation process with multiple supported formats.

Lacmus is a cross-platform application that helps to find people who are lost in the forest using computer vision and neural networks.

Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images

Gated-Shape CNN for Semantic Segmentation (ICCV 2019)

Setup and customize deep learning environment in seconds.

Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.

Original Caffe Version for LightCNN-9. Highly recommend to use PyTorch Version (https://github.com/AlfredXiangWu/LightCNN)

Object Detection