SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

Pytorch code for ICRA'22 paper: "Single-Shot Multi-Object 3D Shape Reconstruction and Categorical 6D Pose and Size Estimation"

Learning Rich Features at High-Speed for Single-Shot Object Detection, ICCV, 2019

Optical character recognition for Chinese subtitles using SSD and CNN

[EXPERIMENTAL] Facebook-like automatic alternative (alt) text for images using object detection with pre-trained model.

Single Shot Multibox Detector on Caltech pedestrian dataset

Object detection and classification

Business intelligent tool that extracts customer shopping patterns from surveillance video footage

Standard RetinaNet implemented with Pure PyTorch (Work in progress)

Real time Object detection giving all object detected : labels along with all bounding box predictions + Flask live hosted server

🔭 A TensorFlow-Lite powered tracking rover.

Implemented SSD model to differentiate the front and rear views of the vehicles in images or video streams.

Control your mouse pointer with natural hand gestures trained on Single Shot Detectors

A simple python module to generate anchor (aka default/prior) boxes for object detection tasks.

photonet

This project focuses on a 2021 research paper on target detection in SAR images based on semi-supervised learning and attention mechanism.

Convex Shape Recovery Program for Single-Shot X-ray Tomography

SSD300 Model using PyTorch

In this project I have implemented Object Detection using a single shot detector. The tricky part was the objects were densely populated as the images were of a retail store.

ECE285 SP19