lixiangwang / model_prune_yolov3-

Related projects ⓘ

Alternatives and complementary repositories for model_prune_yolov3-

• jiachengjiacheng / Pruned-YOLO
  Using model pruning method to obtain compact models Pruned-YOLOv5 based on YOLOv5.
  ☆57Updated 3 years ago
• DDGRCF / yolov5_pruning
  yolov5 pruning (SFP Pruning、Nework Slimming)
  ☆18Updated 3 years ago
• xu-peng-tao / SSD-Pruning-and-quantization
  Pruning and quantization for SSD. Model compression.
  ☆28Updated 3 years ago
• chumingqian / Model_Compression_For_YOLOV3-V4
  In this repository using the sparse training, group channel pruning and knowledge distilling for YOLOV4,
  ☆31Updated last year
• 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
• BBuf / giantpandacv.com
  www.giantpandacv.com
  ☆149Updated 5 months ago
• xhwNobody / yolov5_prune_sfp
  ☆91Updated 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
• kkeono2 / Channel-Pruning-using-Thinet-LASSO-
  ☆14Updated 3 years ago
• 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
  ☆16Updated 3 years ago
• SsisyphusTao / Object-Detection-Knowledge-Distillation
  An Object Detection Knowledge Distillation framework powered by pytorch, now having SSD and yolov5.
  ☆219Updated 2 years ago
• YINYIPENG-EN / Pruning_for_YOLOV5_pytorch
  ☆37Updated last year
• Sharpiless / yolov5-knowledge-distillation
  yolov5目标检测模型的知识蒸馏（基于响应的蒸馏）
  ☆93Updated 3 years ago
• TingsongYu / ghostnet_cifar10
  ghostnet_cifar10
  ☆115Updated 4 years ago
• Wulingtian / RepVGG_TensorRT_int8
  RepVGG TensorRT int8 量化，实测推理不到1ms一帧！
  ☆61Updated 3 years ago
• sbbug / yolov5-prune-multi
  无人机视角、多模态、模型剪枝、国产AI芯片部署
  ☆37Updated 2 years ago
• fxmeng / RMNet
  RM Operation can equivalently convert ResNet to VGG, which is better for pruning; and can help RepVGG perform better when the depth is la…
  ☆211Updated last year
• bot66 / coco2voc
  Yet another coco2voc.py, convert MSCOCO json to PASCAL VOC xml in Object Detection.
  ☆25Updated 3 years ago
• BastianChen / Model-Compression-Demo
  模型压缩demo（剪枝、量化、知识蒸馏）
  ☆65Updated 4 years ago
• Sharpiless / yolov5-distillation-5.0
  yolov5 5.0 version distillation || yolov5 5.0版本知识蒸馏，yolov5l >> yolov5s
  ☆155Updated 3 years ago
• BlossomingL / compression_tool
  A compression tool based on distiller
  ☆14Updated 4 years ago
• shaoshengsong / MobileNetV3-SSD-Compact-Version
  MobileNetV3 SSD的简洁版本
  ☆77Updated 6 months ago
• ososos888 / prune-then-distill
  ☆46Updated 2 years ago
• panchengl / yolov4_prune
  ☆14Updated 3 years ago
• ChengpengChen / RepGhost
  RepGhost: A Hardware-Efficient Ghost Module via Re-parameterization
  ☆170Updated last year
• AlvinAi96 / underwater_detection
  Underwater Object Detection Kesci大赛项目：全国水下机器人大赛 - 水下目标检测算法赛
  ☆13Updated 4 years ago
• tangchen2 / Model-Compression
  Model Compression 1. Pruning(BN Pruning) 2. Knowledge Distillation (Hinton) 3. Quantization (MNN) 4. Deployment (MNN)
  ☆77Updated 3 years ago
• isbrycee / yolov1_pytorch
  The implement of yolov1 using pytorch, and supply the weight file of network for thoes who there are limitations about hardware.
  ☆21Updated 4 years ago
• haohaolalahao / YOLOv6-R
  YOLOv6: a single-stage object detection framework dedicated to industrial applications.
  ☆17Updated last year