A PyTorch Implementation of Feature Selective Anchor-Free Module for Single-Shot Object Detection (CVPR'19)
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Nov 26, 2025 - Python
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retinanet
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Modern PyTorch toolkit for the VisDrone aerial object detection dataset with production-ready training pipelines, real-time inference, and format converters. Features state-of-the-art models (Faster R-CNN, FCOS, RetinaNet), mixed precision training, rich progress tracking, and optimizations for small object detection in drone imagery.
opencv computer-vision deep-learning detection pytorch yolo aerial-imagery coco drones object-detection fasterrcnn retinanet torchvision visdrone visdrone-dataset aerial-image-detection
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Nov 21, 2025 - Python
Deep Learning for Automatic Pneumonia Detection, RSNA challenge
python machine-learning deep-learning detection image-processing medical-imaging neural-networks classification object-detection image-augmentation computer-assisted-diagnosis retinanet pneumonia-detection
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Nov 20, 2025 - Python
[MICCAI 2024, top 11%] Official Pytorch implementation of Mammo-CLIP: A Vision Language Foundation Model to Enhance Data Efficiency and Robustness in Mammography
clip miccai mammogram rsna retinanet multimodal vision-and-language breast-cancer-classification breast-cancer-detection efficientnet efficient-net vindr miccai2024 rsna-breast-cancer mammo-clip
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Nov 15, 2025 - Python
A Pythonic approach to object detection using Detectron2, a clean, modular framework for training and deploying computer vision models. DetectX simplifies the complexity of object detection while maintaining high performance and extensibility.
machine-learning computer-vision deep-learning cuda python3 pytorch faster-rcnn object-detection object-recognition retinanet coco-dataset ml-framework detectron2 gpu-accelerated computer-vision-library
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Sep 27, 2025 - Python
A simple and deeply commented PyTorch implementation of the RetinaNet paper, built as an educational resource. 📚 Demystify the core concepts of object detection with code that sticks closely to the original paper. 💡
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Sep 18, 2025 - Python
This project is a part of my Multidisciplinary Project in semester 242 which aims to develop AI models for detecting diseases in bok choy plants. The project leverages deep learning techniques and distributed training to ensure scalability and efficiency.
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Jul 24, 2025 - Python
RetinaNet-based AML and immune cell detection from multi-channel microscopy images.
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Jul 21, 2025 - Python
This repository contains the deployment of a trained lung nodule detection model using YOLOv8 and RetinaNet architectures.
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May 15, 2025 - Python
This is an object detection web app where users can upload an image, select a detection model, and view the processed image with detected objects. The result is downloadable for further use.
python pytorch webapp ssd faster-rcnn object-detection retinanet torchvision fcos streamlit streamlit-webapp
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Apr 5, 2025 - Python
[Pedestron] Generalizable Pedestrian Detection: The Elephant In The Room. @ CVPR2021
benchmarking faster-rcnn autonomous-driving caltech pedestrian-detection widerface retinanet detectors detectron cascade-rcnn mmdetection crowdhuman citypersons wider-person eurocity-persons datasets-preprocessing datasets-preparation pedestrian-detection-datasets
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Dec 4, 2024 - Python
RetinaNet for Object Detection
machine-learning computer-vision deep-learning artificial-intelligence object-detection retinanet aicandy
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Sep 18, 2024 - Python
OpenMMLab Detection Toolbox and Benchmark
pytorch fast-rcnn transformer yolo ssd faster-rcnn object-detection glip instance-segmentation mask-rcnn retinanet semisupervised-learning panoptic-segmentation cascade-rcnn detr vision-transformer swin-transformer convnext rtmdet grounding-dino
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Aug 21, 2024 - Python
Official implementation of the papr 'A Study on Traffic Vulnerable Detection Using Object Detection-Based Esemble'
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Jun 14, 2024 - Python
convert mmdetection model to tensorrt, support fp16, int8, batch input, dynamic shape etc.
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Feb 18, 2024 - Python
It has never been rare among AI researchers that combine and evaluate different models to discover their methods. When I read about Retinanet and Efficientnet, I had a mind to combine them.
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Feb 17, 2024 - Python
An (unofficial) implementation of Focal Loss, as described in the RetinaNet paper, generalized to the multi-class case.
machine-learning deep-learning neural-network pytorch classification loss-functions multiclass-classification retinanet implementation-of-research-paper pytorch-implementation imbalanced-classes
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Jan 22, 2024 - Python
Implementation of CVPR 2020 paper "EfficientDet: Scalable and Efficient Object Detection" using PyTorch and OpenCV
opencv computer-vision deep-learning pytorch object-detection retinanet coco-dataset efficientnet efficientdet bifpn
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Dec 17, 2023 - Python
Official Detectron2 implementation of DA-RetinaNet, An unsupervised domain adaptation scheme for single-stage artwork recognition in cultural sites, Image and Vision Computing (IMAVIS) 2021
object-detection pascal-voc cityscapes domain-adaptation cyclegan retinanet google-colab unsupervised-domain-adaptation cityscapes-dataset detectron2 coco-annotations domain-adaptation-object-detection da-retinanet foggy-cityscapes
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Dec 3, 2023 - Python
YOLO Series
deep-learning python3 pytorch yolo object-detection retinanet fpn focal-loss pytorch-implementation fcos anchor-free yolov5 yolox anchor-based yolov7 yolov8
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Oct 20, 2023 - Python
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