rafaelpadilla / review_object_detection_metricsView external linksLinks
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.
☆1,156Aug 29, 2025Updated 5 months ago
Alternatives and similar repositories for review_object_detection_metrics
Users that are interested in review_object_detection_metrics are comparing it to the libraries listed below
Sorting:
- Most popular metrics used to evaluate object detection algorithms.☆5,096Jun 29, 2025Updated 7 months ago
- A General Toolbox for Identifying Object Detection Errors☆732Mar 31, 2023Updated 2 years ago
- mean Average Precision - This code evaluates the performance of your neural net for object recognition.☆2,977Aug 15, 2024Updated last year
- implementation of paper - You Only Learn One Representation: Unified Network for Multiple Tasks (https://arxiv.org/abs/2105.04206)☆2,009Nov 3, 2024Updated last year
- Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125☆15,266Jun 25, 2025Updated 7 months ago
- Framework agnostic sliced/tiled inference + interactive ui + error analysis plots☆5,107Updated this week
- YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documenta…☆10,328Jun 8, 2025Updated 8 months ago
- Set of methods to ensemble boxes from different object detection models, including implementation of "Weighted boxes fusion (WBF)" method…☆1,814Jan 10, 2023Updated 3 years ago
- OpenMMLab Detection Toolbox and Benchmark☆32,403Aug 21, 2024Updated last year
- Object Detection Metrics☆39Sep 5, 2023Updated 2 years ago
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆36,351Updated this week
- Scaled-YOLOv4: Scaling Cross Stage Partial Network☆2,032Nov 3, 2024Updated last year
- Mean Average Precision for Object Detection☆204Jan 5, 2024Updated 2 years ago
- Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors☆14,105Aug 19, 2024Updated last year
- Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.☆34,065Nov 17, 2025Updated 2 months ago
- End-to-End Object Detection with Transformers☆15,108Mar 12, 2024Updated last year
- A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights☆1,652Aug 29, 2024Updated last year
- NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone…☆6,159Aug 8, 2024Updated last year
- Object detection, 3D detection, and pose estimation using center point detection:☆7,542Mar 2, 2023Updated 2 years ago
- 🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥☆3,121Nov 18, 2023Updated 2 years ago
- Fast and accurate object detection with end-to-end GPU optimization☆901Sep 29, 2021Updated 4 years ago
- PyTorch ,ONNX and TensorRT implementation of YOLOv4☆4,534Jun 19, 2024Updated last year
- BoxMOT: Pluggable SOTA multi-object tracking modules for segmentation, object detection and pose estimation models☆8,007Feb 10, 2026Updated last week
- Code release for "Detecting Twenty-thousand Classes using Image-level Supervision".☆1,997Mar 21, 2024Updated last year
- 🐍 Geometric Computer Vision Library for Spatial AI☆11,071Feb 9, 2026Updated last week
- A package to read and convert object detection datasets (COCO, YOLO, PascalVOC, LabelMe, CVAT, OpenImage, ...) and evaluate them with COC…☆216Feb 9, 2026Updated last week
- YOLOv6: a single-stage object detection framework dedicated to industrial applications.☆5,874Aug 7, 2024Updated last year
- ☆812Apr 12, 2021Updated 4 years ago
- Two-stage CenterNet☆1,222Nov 20, 2022Updated 3 years ago
- YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite☆56,820Feb 10, 2026Updated last week
- Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any…☆15,296Updated this week
- SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection☆3,121Nov 11, 2023Updated 2 years ago
- Collect some papers about transformer for detection and segmentation. Awesome Detection Transformer for Computer Vision (CV)☆1,394Jul 4, 2024Updated last year
- yolort is a runtime stack for yolov5 on specialized accelerators such as tensorrt, libtorch, onnxruntime, tvm and ncnn.☆729Feb 9, 2026Updated last week
- Python Object Detection Insights☆201Oct 31, 2023Updated 2 years ago
- Joint Detection and Embedding for fast multi-object tracking☆2,441Dec 29, 2021Updated 4 years ago
- Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Py…☆24,993Updated this week
- Semi-Supervised Learning, Object Detection, ICCV2021☆920Jun 9, 2024Updated last year
- Code release for ConvNeXt model☆6,292Jan 8, 2023Updated 3 years ago