Script to check annotation in VGG image annotator (VIA) and COCO format
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Updated
May 26, 2024 - Python
Script to check annotation in VGG image annotator (VIA) and COCO format
Demonstrates real-time object detection using the YOLOv8 pre-trained model. The script utilizes the YOLOv8 model to identify objects in a live video stream captured from the user's webcam.
Distribution-Aware Coordinate Representation for Human Pose Estimation
A Python based Tensorflow object detection and distance estimation model with speech outputs and OCR.
Train a stacked hourglass deep neural network for human pose estimation on the COCO 2017 dataset.
[ICCV 2023] - Composed Image Retrieval on Common Objects in context (CIRCO) dataset
A lightweight pytorch implementation of HRNet human pose estimation
Converting COCO annotation (CVAT) to annotation for YOLOv8-seg (instance segmentation) and YOLOv8-obb (oriented bounding box detection)
Decoding the Learned Features of Masked Autoencoders in Semantic Segmentation Tasks
Python library for Object Detection metrics.
Something to do with Math I think
a subset of coco dataset for faster experimentation
This repository is designed to generate COCO format datasets (JSON files) from mask images annotated for single-class instance segmentation.
Real-time object detection system utilizing the SSD MobileNet V2 FPNLite 320x320 model for high-speed, efficient recognition.
Quantization Aware Training
[CVPR 2021] VirTex: Learning Visual Representations from Textual Annotations
Object Detection Metrics. 14 object detection metrics: mean Average Precision (mAP), Average Recall (AR), Spatio-Temporal Tube Average Precision (STT-AP). This project supports different bounding box formats as in COCO, PASCAL, Imagenet, etc.
Implementation of CVPR 2020 paper "EfficientDet: Scalable and Efficient Object Detection" using PyTorch and OpenCV
Image Captioning with COCO Dataset
A pytorch repetition of Novel Object Captioner (NOC)
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