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
☆15Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for HAQ-for-Mobilenetv3-Quantization
- [ICML 2022] "DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks", by Yonggan …☆35Updated 2 years ago
- Using model pruning method to obtain compact models Pruned-YOLOv5 based on YOLOv5.☆57Updated 3 years ago
- Based of paper "Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference"☆61Updated 3 years ago
- YOLO Series☆13Updated last year
- In this repository using the sparse training, group channel pruning and knowledge distilling for YOLOV4,☆30Updated last year
- Pruning and quantization for SSD. Model compression.☆28Updated 3 years ago
- 🔥CDIoU and CDIoU loss is like a convenient plug-in that can be used in multiple models. CDIoU and CDIoU loss have different excellent pe…☆27Updated 3 years ago
- provide some new architecture, channel pruning and quantization methods for yolov5☆29Updated 2 weeks ago
- 基于RepVGG中的结构重参数化思想,对YOLOX模型进行了一些变形☆13Updated 2 years ago
- Quantize,Pytorch,Vgg16,MobileNet☆39Updated 3 years ago
- Mobile Detection Benchmark☆44Updated 2 years ago
- ☆32Updated 3 years ago
- yolov5 pruning (SFP Pruning、Nework Slimming)☆18Updated 3 years ago
- [NeurIPS 2021] Alpha-IoU: A Family of Power Intersection over Union Losses for Bounding Box Regression☆154Updated 2 years ago
- yolov5目标检测模型的知识蒸馏(基于响应的蒸馏)☆92Updated 3 years ago
- yolov5模型训练后量化代码☆19Updated 3 years ago
- 旋转框检测的推理与计算☆23Updated 2 years ago
- YOLOv3-RepVGG-backbone☆15Updated 3 years ago
- Zen-NAS, a lightning fast, training-free Neural Architecture Searching algorithm☆10Updated 2 years ago
- Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression (AAAI 2020)☆43Updated 3 years ago
- DPNet: Dual-Path Network for Real-time Object Detection with Lightweight Attention☆16Updated 2 years ago
- Repository for the paper FFAVOD: Feature Fusion Architecture for Video Object Detection☆24Updated 3 years ago
- This is 8-bit quantization sample for yolov5. Both PTQ, QAT and Partial Quantization have been implemented, and present the results based…☆96Updated 2 years ago
- maskcnn_benchmark based on mobilenetv2☆12Updated 4 years ago
- MobileNetV3 based SSD-lite implementation in Pytorch☆98Updated 5 years ago
- ☆14Updated 3 years ago
- nanodet int8 量化,实测推理2ms一帧!☆37Updated 3 years ago
- ☆14Updated 3 years ago
- thundernet ncnn☆43Updated 3 years ago