SNIPER
by mahyarnajibi
SNIPER / AutoFocus is an efficient multi-scale object detection training / inference algorithm
AI summary
Multi-scale detector
An efficient multi-scale object detection and inference algorithm using memory-efficient design and batch normalization
- stars
- 2.7K
- forks
- 449
- watching
- 82
- awesome lists
- 2
Similar projects
Found by comparing what the projects do, not just their names.
Object Detector
A deep learning library for image segmentation and object detection using PyTorch.
Object Detection Framework
A software framework for training object detection models on multiple GPUs using the Caffe deep learning framework
Explainability tools
A package providing advanced explainability methods for deep learning models in computer vision
Computer Vision Model Builder
A Python package for building and deploying computer vision models with PyTorch
Object detector
A Python-based implementation of a single-shot object detection algorithm using Mask R-CNN architecture.
Inference optimizer
A deep learning method for optimizing convolutional neural networks by reducing computational cost while improving regularization and inference efficiency.
dmlc/gluon-cv5.9K
CV framework
A toolkit for building and deploying deep learning models in computer vision
Image segmentation framework
A deep learning framework for medical image segmentation using multi-scale guided attention mechanisms to improve accuracy and reduce irrelevant information.
Object detector
Real-time object detection using deep learning and a large dataset of classes
Attention model training
Trains a bottom-up attention model using Faster R-CNN and Visual Genome annotations for image captioning and VQA tasks
Object detector
Develops an object segmentation algorithm to detect camouflaged objects in images with varying backgrounds and contexts.
Image processing algorithm
An image processing project implementing edge-based defocus blur estimation with adaptive scale selection
Object detector
An implementation of Faster R-CNN object detection in PyTorch, modified from DenseCap.
Segmentation Toolkit
A tool for defining and running machine learning experiments for image segmentation in Python.
YOLO detector
A PyTorch implementation of the YOLO (You Only Look Once) v2 object detection algorithm with flexible configuration and parallel training capabilities.
Featured in 2 awesome lists
Each link jumps to the spot where the list mentions SNIPER.
