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a-light-and-fast-face-detector-for-edge-devices

A light and fast one class detection framework for edge devices. We provide face detector, head detector, pedestrian detector, vehicle detector......

centerface

face detection

cifar10

For junior scholar in tensoflow and keras code.

dog-vs-cat

For junior scholar in tensoflow and keras code.

fast-reid

SOTA ReID Methods and Toolbox

fcn-tensorflow

For junior scholar in semantic segmentation

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

knowledge-distillation-zoo

Pytorch implementation of various Knowledge Distillation (KD) methods.

mmdetection

OpenMMLab Detection Toolbox and Benchmark

mnist

For junior scholar in tensoflow and keras code.

mnn_example

alibaba MNN, mobilenet classifier, centerface detecter, ultraface detecter, pfld landmarker and zqlandmarker, mobilefacenet

mobilenet-v2-pruning

Try out different pruning-approaches on lightweight Backbones.

nanodet

⚡Super fast and lightweight anchor-free object detection model. 🔥Only 1.8mb and run 97FPS on cellphone🔥

nanodet-tensorrt

Nanodet with mosaic and mixup

nniefacelib

nniefacelib是一个在海思35xx系列芯片上运行的人脸算法库

openvino

OpenVINO™ Toolkit repository

peppa_pig_face_engine

A simple face detect and alignment method, which is easy and stable.

pytorch-grad-cam

Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

pytorch-network-slimming

A package to make do Network Slimming easier

pytorch_retinaface

Retinaface get 80.99% in widerface hard val using mobilenet0.25.

scaledyolov4

solo

SOLO and SOLOv2 for instance segmentation, ECCV 2020 & NeurIPS 2020.

tensorrt_wheels

tensorrt wheels (API)

tensorrtx

Implementation of popular deep learning networks with TensorRT network definition API

u-2-net

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

ultra-light-fast-generic-face-detector-1mb

💎1MB lightweight face detection model (1MB轻量级人脸检测模型)

unet-keras

For junior scholar in semantic segmentation

vision-toolbox

Toolbox for vision tasks. Pre-trained vision backbones on ImageNet with PyTorch Lightning 🚀

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

yolo-face-with-landmark

yoloface大礼包 使用pytroch实现的基于yolov3的轻量级人脸检测（包含关键点）