ssd.pytorch

Object Detector

An implementation of a deep learning-based object detection system in PyTorch.

A PyTorch Implementation of Single Shot MultiBox Detector

GitHub

5k stars
86 watching
2k forks
Language: Python
last commit: almost 3 years ago
Linked from 2 awesome lists

computer-visiondeep-learningimage-recognitionmachine-learningobject-detectionpytorchssdwebcam

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
balancap/ssd-tensorflow A TensorFlow-based object detection framework implementing the Single Shot MultiBox Detector 4,112
chenyuntc/dsod.pytorch An implementation of the Deep Supervised Object Detector from scratch using PyTorch. 70
clcarwin/sfd_pytorch An implementation of a face detection algorithm using PyTorch 230
ayooshkathuria/pytorch-yolo-v3 An implementation of a YOLO v3 object detection algorithm in PyTorch. 3,304
kaiyangzhou/dassl.pytorch A PyTorch toolbox for supporting research and development of domain adaptation, generalization, and semi-supervised learning methods in computer vision. 1,217
pytorch/pytorch A Python library providing tensors and dynamic neural networks with strong GPU acceleration 84,371
jfzhang95/pytorch-deeplab-xception A PyTorch implementation of the DeepLab-V3-Plus model with support for multiple backbones and datasets 2,910
layumi/person_reid_baseline_pytorch A PyTorch implementation of an Object Re-ID baseline with various training methods and architectures 4,126
zisianw/faceboxes.pytorch An implementation of a real-time face detector with high accuracy using PyTorch 846
openseg-group/openseg.pytorch Provides a PyTorch implementation of several computer vision tasks including object detection, segmentation and parsing. 1,190
zhanghang1989/pytorch-encoding A Python framework for building deep learning models with optimized encoding layers and batch normalization. 2,041
ruiminshen/yolo2-pytorch A PyTorch implementation of the YOLO (You Only Look Once) v2 object detection algorithm with flexible configuration and parallel training capabilities. 440
amdegroot/pytorch-containers A collection of PyTorch implementations of Torch Table Layers to simplify the transition from old Torch architectures. 89
facebookresearch/dinov2 A PyTorch implementation of a self-supervised learning method for learning robust visual features without supervision. 9,274
jwyang/faster-rcnn.pytorch An object detection implementation built on top of PyTorch, supporting multi-image batch training and multiple GPUs. 7,693