AdelaiDet
yolact
| AdelaiDet | yolact | |
|---|---|---|
| 4 | 4 | |
| 3,325 | 4,927 | |
| 0.2% | - | |
| 6.5 | 0.0 | |
| 2 months ago | 6 months ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | MIT License |
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AdelaiDet
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FOSS self-hosted image-to-text gpu accelerated object recognition ? Is there anything on the table yet ?
https://github.com/amusi/awesome-object-detection https://mmdetection.readthedocs.io/en/latest/index.html https://github.com/thtrieu/darkflow https://github.com/OlafenwaMoses/ImageAI https://github.com/dmlc/gluon-cv https://github.com/aim-uofa/AdelaiDet/ https://github.com/aim-uofa/AdelaiDet/blob/master/configs/FCOS-Detection/README.md https://github.com/wizyoung/YOLOv3_TensorFlow
- Instance segmentation
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[P] Object detection framework : Detectron2 VS MMDetection
There are also some nice methods built on Detectron2 in [AdelaiDet](https://github.com/aim-uofa/AdelaiDet).
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how to recognize digits from this pics(i have many of them) so kindly suggest generic that can work for other similar images. I have searched alot for the source code on github but not found the correct solution. most of these solutions were incorrect while other were incomplete. Kindly help me :(
ABCNet
yolact
- YOLOv6: Redefine state-of-the-art for object detection
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Instance segmentation
YOLACT
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Advice needed
The Github repo is not highly structured and is probably written during the time of the author's research. Been using this for well over a year and does the job so well.
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A question on Instance Segmentation Labelling
I am using yolact : https://github.com/dbolya/yolact
What are some alternatives?
CRAFT-pytorch - Official implementation of Character Region Awareness for Text Detection (CRAFT)
Mask_RCNN - Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
mmocr - OpenMMLab Text Detection, Recognition and Understanding Toolbox
yolact_edge - The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.
mmpretrain - OpenMMLab Pre-training Toolbox and Benchmark
yolov3-tf2 - YoloV3 Implemented in Tensorflow 2.0
mmpose - OpenMMLab Pose Estimation Toolbox and Benchmark.
mmdetection - OpenMMLab Detection Toolbox and Benchmark
keras-ocr - A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.
segmentation_models.pytorch - Segmentation models with pretrained backbones. PyTorch.
TextRecognitionDataGenerator - A synthetic data generator for text recognition
yolo_tracking - BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models