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openpcdet

OpenPCDet Toolbox for LiDAR-based 3D Object Detection.

paddleslim

PaddleSlim is an open-source library for deep model compression and architecture search.

pointpillars_pytorch_trt

pruning-filter-in-filter

Pruning Filter in Filter(NeurIPS2020)

pytorch-ssd

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

pytorch-yolov4

PyTorch ,ONNX and TensorRT implementation of YOLOv4

pytorch_retinaface

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

random_pruning

[ICLR 2022] The Unreasonable Effectiveness of Random Pruning: Return of the Most Naive Baseline for Sparse Training by Shiwei Liu, Tianlong Chen, Xiaohan Chen, Li Shen, Decebal Constantin Mocanu, Zhangyang Wang, Mykola Pechenizkiy

second.pytorch

PointPillars for KITTI object detection

sparseconvnet

Submanifold sparse convolutional networks

spconv

Spatial Sparse Convolution Library

ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

ssd_mobilenet

SSD: Single Shot MultiBox Detector | a PyTorch Model for Object Detection | VOC , COCO | Custom Object Detection

ssds.pytorch

Repository for Single Shot MultiBox Detector and its variants, implemented with pytorch, python3.

tensorrt_demos

TensorRT YOLOv4, YOLOv3, SSD, MTCNN, and GoogLeNet

torch2trt

An easy to use PyTorch to TensorRT converter

tpu-mobilenetssd

Edge TPU Accelerator / Multi-TPU + MobileNet-SSD v2 + Python + Async + LattePandaAlpha/RaspberryPi3/LaptopPC

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

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

vitis-ai

Vitis AI is Xilinx’s development stack for AI inference on Xilinx hardware platforms, including both edge devices and Alveo cards.

width-and-depth-pruning-for-vision-transformer