Alternatives and similar repositories for yolov8-prune-network-slimming

Users that are interested in yolov8-prune-network-slimming are comparing it to the libraries listed below

• jahongir7174 / YOLOv8-qat
  Quantization Aware Training
  ☆73Updated last year
• huangzongmou / yolov8-pytorch_quantization
  使用pytorch_quantization对yolov8进行量化
  ☆107Updated last year
• Cydia2018 / YOLOv5-Light
  provide some new architecture, channel pruning and quantization methods for yolov5
  ☆29Updated 6 months ago
• YellenYeason / yolov8-prune
  yolov8-prune
  ☆19Updated last year
• YINYIPENG-EN / Pruning_for_YOLOV5_pytorch
  ☆38Updated last year
• coeyliang20 / yolov8-pruning
  ☆23Updated last year
• sefaburakokcu / quantized-yolov5
  Low Precision(quantized) Yolov5
  ☆38Updated last month
• heyongxin233 / YOLO-Pruning-RKNN
  Easy Training Official YOLOv8、YOLOv7、YOLOv6、YOLOv5 and Prune all_model using Torch-Pruning!
  ☆63Updated last year
• HankYe / PAGCP
  [T-PAMI'23] PAGCP for the compression of YOLOv5
  ☆116Updated 2 years ago
• ChristianYang37 / fast_yolov7_pytorch
  Using pruning and quantization algorithm to accelerate your yolov7's inference.
  ☆15Updated 2 years ago
• Susan19900316 / yolov5_tensorrt_int8
  yolov5 tensorrt int8量化方法汇总
  ☆74Updated last year
• Caroline-wen / yolov8_QAT
  ☆15Updated last year
• DearFloyd / joey-s-yolov8
  ☆18Updated last year
• fppccc / Powerful-IoU
  ☆28Updated 4 months ago
• jasonDasuantou / yolov8_distillation
  轻量化剪枝+蒸馏
  ☆37Updated 9 months ago
• LemonWang0110 / YOLOv8_PTQ
  yolov8 ptq量化实战
  ☆14Updated last year
• jws92 / YOLOv8-TensorRT
  Converting YOLOv8 models to TensorRT of FP16 and INT8
  ☆17Updated last year
• huangzongmou / yolov8_Distillation
  ☆96Updated last year
• Sharpiless / HAQ-for-Mobilenetv3-Quantization
  用于 MobileNetV3 在自定义数据集上的量化，模型压缩90%而精度几乎不受影响，论文：HAQ: Hardware-Aware Automated Quantization with Mixed Precision
  ☆18Updated 3 years ago
• MadaoFY / yolov5_TensorRT_inference
  记录yolov5的TensorRT量化及推理代码，经实测可运行于Jetson平台
  ☆15Updated 2 years ago
• cshbli / yolov5_qat
  YOLOv5 Quantization Aware Training (QAT, qat_torch branch) and Post Training Quantization with ONNX (ptq_onnx branch ptq_onnx.ipynb)
  ☆14Updated 2 years ago
• chbw818 / yolov8-prune-using-torch-pruning-
  yolov8 prune using torch-pruning
  ☆17Updated 11 months ago
• YINYIPENG-EN / Knowledge_distillation_Pruning_Yolov5
  本项目支持对剪枝后的yolov5模型进行知识蒸馏训练(This project supports knowledge distillation training for the pruned YOLOv5 model)
  ☆101Updated last year
• 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…
  ☆102Updated 2 years ago
• majipa007 / Quantization-YOLOv8
  A guide to Quantize Yolov8 Object Detection models using ONNX.
  ☆19Updated 10 months ago
• thb1314 / mmyolo_tensorrt
  ☆134Updated last year
• GuoquanPei / YOLOv8-MobileNetv4-ultralytics
  This is an improvement strategy based on YOLOv8, which uses MobileNetv4 to improve the model. It can reduce the parameters of the model a…
  ☆46Updated 8 months ago
• Eddiespade / yolov5-kd
  知识蒸馏复现相关
  ☆25Updated 2 years ago
• lxj-drifter / UIOU_files
  ☆15Updated last year
• cvdong / YOLO_TRT_SIM
  高效部署：YOLO X, V3, V4, V5, V6, V7, V8, EdgeYOLO TRT推理 ™️ ,前后处理均由CUDA核函数实现 CPP/CUDA🚀
  ☆49Updated 2 years ago