Alternatives and similar repositories for SSD-Pruning-and-quantization:

Users that are interested in SSD-Pruning-and-quantization are comparing it to the libraries listed below

• chumingqian / Model_Compression_For_YOLOV3-V4
  In this repository using the sparse training, group channel pruning and knowledge distilling for YOLOV4,
  ☆31Updated last year
• ArtyZe / yolo_quantization
  Based of paper "Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference"
  ☆62Updated 4 years ago
• jiachengjiacheng / Pruned-YOLO
  Using model pruning method to obtain compact models Pruned-YOLOv5 based on YOLOv5.
  ☆58Updated 3 years ago
• lixiangwang / model_prune_yolov3-
  ☆32Updated 4 years ago
• thb1314 / mmyolo_tensorrt
  ☆132Updated last year
• SpursLipu / YOLOv3v4-ModelCompression-MultidatasetTraining-Multibackbone
  YOLO ModelCompression MultidatasetTraining
  ☆444Updated 2 years ago
• yanggui19891007 / Pytorch-Auto-Slim-Tools
  pytorch AutoSlim tools，支持三行代码对pytorch模型进行剪枝压缩
  ☆38Updated 3 years ago
• panchengl / yolov4_prune
  ☆14Updated 4 years ago
• shaoshengsong / MobileNetV3-SSD-Compact-Version
  MobileNetV3 SSD的简洁版本
  ☆78Updated 10 months ago
• SsisyphusTao / Object-Detection-Knowledge-Distillation
  An Object Detection Knowledge Distillation framework powered by pytorch, now having SSD and yolov5.
  ☆222Updated 3 years ago
• tongyuhome / MobileNetV3-SSD
  MobileNetV3 based SSD-lite implementation in Pytorch
  ☆100Updated 5 years ago
• pppppM / mmdetection-distiller
  This is a knowledge distillation toolbox based on mmdetection.
  ☆74Updated 3 years ago
• apxlwl / MobileNet-v2-pruning
  Try out different pruning-approaches on lightweight Backbones.
  ☆146Updated 4 years ago
• BBuf / giantpandacv.com
  www.giantpandacv.com
  ☆147Updated 9 months ago
• xhwNobody / yolov5_prune_sfp
  ☆91Updated 3 years ago
• yjh0410 / yolov2-yolov3_PyTorch
  ☆227Updated last year
• Ranking666 / Base-quantization
  base quantization methods including: QAT, PTQ, per_channel, per_tensor, dorefa, lsq, adaround, omse, Histogram, bias_correction.etc
  ☆42Updated 2 years ago
• Huangdebo / Confluence
  A Robust Non-IoU Alternative to Non-Maxima Suppression in Object Detection
  ☆50Updated 4 years ago
• maggiez0138 / yolov5_quant_sample
  This is 8-bit quantization sample for yolov5. Both PTQ, QAT and Partial Quantization have been implemented, and present the results based…
  ☆101Updated 2 years ago
• leviome / yolo_1_pytorch
  simplest implementation of yolo v1 via pytorch
  ☆43Updated 4 years ago
• mynotwo / yolov3_tensorRT_int8_calibration
  This repository provides a sample to run yolov3 on int8 mode in tensorRT
  ☆26Updated 5 years ago
• ModelTC / Dipoorlet
  Offline Quantization Tools for Deploy.
  ☆125Updated last year
• qinjian623 / pytorch_toys
  Personal Pytorch toy script.
  ☆67Updated 2 years ago
• aovoc / nnieqat-pytorch
  A nnie quantization aware training tool on pytorch.
  ☆239Updated 4 years ago
• ChenCVer / darknet
  Darknet(AB版)框架源码解析：详尽的中文注释(逐句)和原理分析！
  ☆73Updated 3 years ago
• BBuf / model-compression
  model compression based on pytorch (1、quantization: 8/4/2bits(dorefa)、ternary/binary value(twn/bnn/xnor-net)；2、 pruning: normal、regular a…
  ☆170Updated 4 years ago
• lucifer443 / EfficientDet-Pytorch
  This project is a kind of implementation of EfficientDet(CVPR 2020) using mmdetection.
  ☆37Updated 4 years ago
• Wulingtian / yolov5_tensorrt_int8_tools
  tensorrt int8 量化yolov5 onnx模型
  ☆181Updated 3 years ago
• shoutOutYangJie / MobileOne
  An Improved One millisecond Mobile Backbone
  ☆144Updated 2 years ago
• Ironteen / YOLOv3-quantization-model-v1.0
  YOLOv3 quantization model v10, only for quantization off-line
  ☆21Updated 5 years ago