AdelaiDet
YOLOv3_TensorFlow
| AdelaiDet | YOLOv3_TensorFlow | |
|---|---|---|
| 4 | 2 | |
| 3,325 | 1,547 | |
| 0.2% | - | |
| 6.5 | 0.0 | |
| 2 months ago | over 1 year 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
YOLOv3_TensorFlow
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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
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What is the Yolov4 MakeFile Config for 3080 GPU?
Refer to this https://machinelearningmastery.com/how-to-perform-object-detection-with-yolov3-in-keras/ as a beginner's reference guide. Then look at this https://github.com/wizyoung/YOLOv3_TensorFlow to further enhance your knowledge.
What are some alternatives?
CRAFT-pytorch - Official implementation of Character Region Awareness for Text Detection (CRAFT)
tensorflow-yolo-v3 - Implementation of YOLO v3 object detector in Tensorflow (TF-Slim)
mmocr - OpenMMLab Text Detection, Recognition and Understanding Toolbox
darkflow - Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
mmpretrain - OpenMMLab Pre-training Toolbox and Benchmark
gluon-cv - Gluon CV Toolkit
mmpose - OpenMMLab Pose Estimation Toolbox and Benchmark.
tensorflow-yolov4-tflite - YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite
keras-ocr - A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.
awesome-object-detection - Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html
TextRecognitionDataGenerator - A synthetic data generator for text recognition
ImageAI - A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities