qifei123's repositories
TianRang-OCR
TianRang-OCR
chinese-ocr
运用tensorflow实现自然场景文字检测,keras/pytorch实现crnn+ctc实现不定长中文OCR识别
chinese-ocr-train
Training program for keras implement crnn in chinese-ocr project
chineseocr
yolo3+ocr
DBNet.pytorch
A pytorch re-implementation of Real-time Scene Text Detection with Differentiable Binarization
knowledge
常见知识积累
mmdetection
Open MMLab Detection Toolbox and Benchmark
mmdetection-annotated
mmdetection源码注释
mmocr
OpenMMLab Text Detection, Recognition and Understanding Toolbox
netron
Visualizer for neural network, deep learning, and machine learning models
network-slimming
Network Slimming (Pytorch) (ICCV 2017)
onnx2caffe
pytorch to caffe by onnx
PINTO_model_zoo
A repository that shares tuning results of trained models generated by Tensorflow / Keras. Post-training quantization (Weight Quantization, Integer Quantization, Full Integer Quantization, Float16 Quantization), Quantization-aware training. OpenVINO. CoreML. Tensorflow.js
Pytorch2TensorRT
CUDA10.0, CUDNN7.5.0, TensorRT7.0.0.11
RFSong-779
重新设计的RFBNet300,模型参数量只有0.99MB，AP达到0.78，200FPS
RFSong-7993
设计的轻量级RFB进行行人检测，AP达到0.7993，参数量仅有3.1MB，200 FPS
seq2seq-layout-analysis
end2end layout analysis based seq2seq
yolov3-channel-and-layer-pruning
yolov3 yolov4 channel and layer pruning, Knowledge Distillation 层剪枝，通道剪枝，知识蒸馏
YOLOv3-complete-pruning
提供对YOLOv3及Tiny的多种剪枝版本，以适应不同的需求。
yolov5-tensorrt
A tensorrt implementation of yolov5: https://github.com/ultralytics/yolov5