An Object Detection Knowledge Distillation framework powered by pytorch, now having SSD and yolov5.
☆226Oct 10, 2026Updated 3 weeks ago
Alternatives and similar repositories for Object-Detection-Knowledge-Distillation
Users that are interested in Object-Detection-Knowledge-Distillation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of CVPR 2019 paper: Distilling Object Detectors with Fine-grained Feature Imitation☆418Jul 15, 2021Updated 5 years ago
- yolov5目标检测模型的知识蒸馏(基于响应的蒸馏)☆115Aug 11, 2021Updated 5 years ago
- Localization Distillation for Object Detection (CVPR 2022, TPAMI 2023)☆392Oct 24, 2024Updated 2 years ago
- Useful plugins for Pytorch1.5+ and TensorRT7/8.☆38Oct 18, 2021Updated 5 years ago
- The official implementation of ICLR2021 paper "Improve Object Detection with Feature-based Knowledge Distillation: Towards Accurate and E…☆62Jun 16, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Yolov5 distillation training | Yolov5知识蒸馏训练,支持训练自己的数据☆226Oct 29, 2022Updated 4 years ago
- mobilev2-yolov5s剪枝、蒸馏,支持ncnn,tensorRT部署。ultra-light but better performence!☆854Sep 26, 2022Updated 4 years ago
- Distillation for faster rcnn in classification,regression,feature level,feature level +mask☆28Apr 1, 2021Updated 5 years ago
- 目前,主流蒸馏模型采用方法为KD蒸馏、LD蒸馏或feature蒸馏,然蒸馏开源项目也较少。为此,我写了一份基于yolov5框架的蒸馏,并会有实验附带。该方法将会不断尝试论文方法,不断探索更有效的蒸馏方法。☆29Aug 10, 2023Updated 3 years ago
- Official PyTorch implementation of Data-free Knowledge Distillation for Object Detection, WACV 2021.☆64Oct 12, 2021Updated 5 years ago
- yolov5 5.0 version distillation || yolov5 5.0版本知识蒸馏,yolov5l >> yolov5s☆170Jul 29, 2021Updated 5 years ago
- ☆91Feb 11, 2022Updated 4 years ago
- Focal and Global Knowledge Distillation for Detectors (CVPR 2022)☆389Sep 19, 2022Updated 4 years ago
- yolov3 yolov4 channel and layer pruning, Knowledge Distillation 层剪枝,通道剪枝,知识蒸馏☆1,518Sep 3, 2020Updated 6 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- implementation of Distilling Object Detectors with Fine-grained Feature Imitation on yolov5☆138Nov 10, 2023Updated 2 years ago
- Masked Generative Distillation (ECCV 2022)☆243Nov 9, 2022Updated 3 years ago
- 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)☆107Jan 28, 2024Updated 2 years ago
- Pytorch implementation of various Knowledge Distillation (KD) methods.☆1,763Nov 25, 2021Updated 4 years ago
- Using model pruning method to obtain compact models Pruned-YOLOv5 based on YOLOv5.☆60Jun 21, 2021Updated 5 years ago
- YOLO ModelCompression MultidatasetTraining☆443Jun 21, 2022Updated 4 years ago
- Awesome Knowledge-Distillation for CV☆95Apr 30, 2024Updated 2 years ago
- YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite☆25Mar 5, 2022Updated 4 years ago
- This is the official implementation of the paper "Instance-conditional Knowledge Distillation for Object Detection", based on MegEngine a…☆57Aug 7, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。☆2,693May 30, 2023Updated 3 years ago
- yolov5 prune,Support V2, V3, V4 and V6 versions of yolov5☆581Jan 6, 2022Updated 4 years ago
- ☆114Apr 21, 2021Updated 5 years ago
- Multi-backbone, Prune, Quantization, KD☆156May 23, 2022Updated 4 years ago
- ☆585Jan 5, 2022Updated 4 years ago
- Awesome Knowledge Distillation☆3,918Oct 26, 2026Updated last week
- yolov5 knowledge distilling☆26Feb 22, 2023Updated 3 years ago
- YOLO Series☆14Oct 20, 2023Updated 3 years ago
- YOLOv5 Series Multi-backbone(TPH-YOLOv5, Ghostnet, ShuffleNetv2, Mobilenetv3Small, EfficientNetLite, PP-LCNet, SwinTransformer YOLO), Mod…☆1,019Apr 29, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- This is a knowledge distillation toolbox based on mmdetection.☆78Dec 26, 2021Updated 4 years ago
- ☆31Mar 4, 2022Updated 4 years ago
- A nnie quantization aware training tool on pytorch.☆235Dec 10, 2020Updated 5 years ago
- 知识蒸馏复现相关☆27Aug 3, 2022Updated 4 years ago
- Implementations of CVPR 2019 paper Distilling Object Detectors with Fine-grained Feature Imitation☆27Nov 22, 2022Updated 3 years ago
- Task Decoupled Knowledge Distillation For Lightweight Face Detectors☆18Sep 13, 2021Updated 5 years ago
- Distilling Object Detectors with Feature Richness☆43Apr 15, 2022Updated 4 years ago