tanluren

yolov3-channel-and-layer-pruning

yolov3 yolov4 channel and layer pruning, Knowledge Distillation 层剪枝，通道剪枝，知识蒸馏

mobilenetv3-yolov3

An experiment of transferring backbone of yolov3 into mobilenetv3

YOLOv3-model-pruning

对 YOLOv3 做模型剪枝（network slimming），对于 oxford hand 数据集（因项目需要），模型剪枝后的参数量减少 80%，Infer 的速度达到原来 2 倍，mAP 基本不变

awesome-public-datasets

A topic-centric list of HQ open datasets. PR ☛☛☛

byteps

A high performance and general PS framework for distributed training

centerNet-deep-sort

multi-people tracking (centerNet based person detector + deep sort algorithm with pytorch)

chineseocr

yolo3+ocr

cocoapi

COCO API - Dataset @ http://cocodataset.org/

darknet

Convolutional Neural Networks

Grid-R-CNN

hub

A library for transfer learning by reusing parts of TensorFlow models.

imgclsmob

Sandbox for training convolutional networks for computer vision

keras-surgeon

Pruning and other network surgery for trained Keras models.

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

learnopencv

Learn OpenCV : C++ and Python Examples

mAP

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

mmdetection

Open MMLab Detection Toolbox and Benchmark

MobileNetV2

A Keras implementation of MobileNetV2.

MobileNetV3

A Keras implementation of MobileNetV3.

NAS-Projects

11 neural architecture search (NAS) algorithms implemented in PyTorch.

ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

netron

Visualizer for deep learning and machine learning models

PytorchInsight

a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results

RRPN_Faster-RCNN_Tensorflow

A tensorflow re-implementation of RRPN: Arbitrary-Oriented Scene Text Detection via Rotation Proposals.

SKU110K_CVPR19

TensorRT

TensorRT is a C++ library that facilitates high performance inference on NVIDIA GPUs and deep learning accelerators.

tiny-yolov3

tiny—yolov3（keras）检测自己的图像，三类目标

Yet-Another-EfficientDet-Pytorch

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

yolo_tensorflow

Tensorflow implementation of YOLO, including training and test phase.

YOLOv3_TensorFlow

Complete YOLO v3 TensorFlow implementation. Support training on your own dataset.