AdelaiDet
BCNet
| AdelaiDet | BCNet | |
|---|---|---|
| 4 | 1 | |
| 3,325 | 510 | |
| 0.2% | - | |
| 6.5 | 3.0 | |
| 2 months ago | 11 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
BCNet
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[CVPR2021] Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers
github: https://github.com/lkeab/BCNet
What are some alternatives?
CRAFT-pytorch - Official implementation of Character Region Awareness for Text Detection (CRAFT)
layout-parser - A Unified Toolkit for Deep Learning Based Document Image Analysis
mmocr - OpenMMLab Text Detection, Recognition and Understanding Toolbox
mmdetection - OpenMMLab Detection Toolbox and Benchmark
mmpretrain - OpenMMLab Pre-training Toolbox and Benchmark
yolov7 - Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors
mmpose - OpenMMLab Pose Estimation Toolbox and Benchmark.
yolov7_d2 - 🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥
keras-ocr - A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.
medicaldetectiontoolkit - The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.
TextRecognitionDataGenerator - A synthetic data generator for text recognition
PaddleDetection - Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.