fastrcnn - 技术专题

Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers [CVPR 2021]

AI to Combat Environmental Pollution - detecting plastic waste in the environment to combat environmental pollution and promote circular economy (Deep Learning, PyTorch)

My implementation of Fast-RCNN （tensorflow）

Hand tracking application developed in Pytorch

C++ and Python implementation of a automatic system for pedestrian detection at night using far infrared visual information based on convolutional neural networks.

Implementation of Spatial Pyramid Pooling (SPP-net) in Keras for object classification and detection

Detectron is Facebook AI Research’s (FAIR) software system that implements state-of-the-art object detection algorithms, including Mask R-CNN. It is written in Python and powered by the Caffe2 deep learning framework. Detectron model is meant to advance object detection by offering speedy training and addressing the issues companies face when ma…

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

Simple example of using TorchServe to serve a PyTorch Object Detection model

C1_DrawBboxesOnImages.py and C2_AssignLabelsToBboxes.py's C# version

Face Mask Object Detection with Pytorch, OpenCV and Python

using pre-trained FastRCNN to detect objects from a given image

this is a full auto object detection with google tensorflow and object detection models

multithreading faster rcnn

ObjectDetection(논문 분석 및 코드 구현)

A drone detector that uses the Roboflow dataset https://universe.roboflow.com/drone-detection-pexej/drone-detection-data-set-yolov7/dataset/1 as its training dataset and simple programming. It requires very few resources and training can be run on a personal computer.

Pedestrian detector in torch7

A layout analysis pipeline using Detectron2 + Label Studio for extracting based on Fast R-CNN and annotating sections like abstract, table, figure, and references from academic PDFs