8000

#

model-pruning

Here are 45 public repositories matching this topic...

memgonzales / mirror-segmentation

Presented at the 2023 International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision (WSCG 2023). Lightweight mirror segmentation CNN that uses an EfficientNet backbone, employs parallel convolutional layers to capture edge features, and applies filter pruning for model compression

8000 computer-vision deep-learning cnn pytorch segmentation pruning convolutional-neural-networks object-detection model-pruning model-compression object-segmentation cnn-compression efficientnet

Updated Jul 19, 2023
Python

shekkizh / TensorflowProjects

Deep learning using tensorflow

tensorflow deepdream unsupervised-learning neural-style context-encoder model-pruning cppn neural-art

Updated Aug 13, 2018
Python

elphinkuo / distiller

The original experiments code for AAAI 2020 paper, "AutoCompress: An Automatic DNN Str 8000 uctured Pruning Framework for Ultra-High Compression Rates"

computer-vision deep-learning deep-reinforcement-learning model-pruning auto-ml model-compression

Updated Sep 8, 2023
Jupyter Notebook

cliang1453 / super-structured-lottery-tickets

Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization (ACL 2021)

model-pruning natural-language-understanding multi-task-learning model-compression generalization lottery-tickets lottery-ticket-hypothesis pre-trained-language-models bert-fine-tuning acl2021

Updated Jul 28, 2021
Python

entangelk / Q-PSA_Pr

A framework for analyzing Large Language Model (LLM) performance through Quantized PSA and structured weight pruning experiments

quantization bert model-pruning model-compression perplexity llm-analysis

Updated Mar 26, 2026
Python

CHamilton0 / Space-Analytics-Engine

A project done for Topics in Computer Science with Mask R-CNN to experiment with model pruning and ship detection in satellite images.

machine-learning ai model-pruning mask-rcnn

Updated Jun 20, 2021
Jupyter Notebook

zeyneddinoz / subMFL

subMFL: Compatible subModel Generation for Federated Learning in Device Heterogeneous Environment

model-pruning model-compression edge-computing resource-constrained-ml federated-learning distributed-learning mobile-edge-agent ondeviceai edge-intelligence decentralized-learning model-personalization statistical-heterogeneity trustworthy-ai model-generalization resource-constrained-devices heterogeneous-environment

Updated Dec 30, 2024
Jupyter Notebook

yashbhalgat / QualcommAI-MicroNet-submission-EfficientNet

Submission name: QualcommAI-EfficientNet. MicroNet Challenge (NeurIPS 2019) submission - Qualcomm AI Research

competition pytorch quantization mixnet model-pruning model-compression neurips-2019 efficientnet micronet-challenge unstructured-pruning quantization-aware-training

Updated Dec 19, 2019
Python

shahzadmustafa15 / DecisionTreeClassifier

Decision Tree Classifier on Social Network Ads dataset with pruning for improved performance.

python machine-learning scikit-learn classification decision-trees decision-tree model-evaluation model-pruning user-behaviour social-network-ads

Updated Sep 18, 2025
Jupyter Notebook

TheodorePTP / model_compression_action

模型压缩的技术文档与项目实践

knowledge-distillation model-pruning model-compression model-quantization

Updated Nov 25, 2025
Python

bot66 / yolov5_pruning

Network pruning on yolov5.

object-detection model-pruning yolov5

Updated Jun 1, 2023
Python

Franzabner / expert-pruning-epi

Dropping MoE Experts and Measuring Energy Per Intelligence: Where Is the Efficient Operating Point? Expert pruning on Qwen3-30B-A3B measured by EPI on Pi 5 cluster.

raspberry-pi energy-efficiency model-pruning epi ai-research mixture-of-experts llm qwen

Updated Mar 29, 2026
Python

insomnia250 / channel-prune

pytorch model-pruning

Updated May 31, 2018
Python

llama-pruning

MedITSolutionsKurman / llama-pruning

This project provides tools to load and prune large language models using a structured pruning method.

ai pruning slm model-pruning pruning-algorithms llm

Updated Dec 2, 2024
Python

TF2-Engine / TF2

An Open Source Deep Learning Inference Engine Based on FPGA

fpga deep-learning opencl inference cnn dnn quantization model-pruning model-compression

Updated Jan 29, 2021
Python

uglyghost / FedOBP

FedOBP: Federated Optimal Brain Personalization with Few Personalized Parameters

optimal-brain-damage model-pruning federated-learning

Updated Jan 30, 2025
Python

Franzabner / attention-head-surgery-epi

Removing Attention Heads: Does the Energy Actually Drop or Do Remaining Heads Compensate? Dual-stream correlation of PyTorch timing hooks and epi-meter power traces on Pi 5 cluster.

raspberry-pi transformer energy-efficiency model-pruning epi power-measurement ai-research attention-heads

Updated Mar 29, 2026
Python

ZhngQ1 / TAP-ViTs

Task-adaptive pruning framework for deploying Vision Transformers on heterogeneous edge devices without accessing private data (arXiv 2601.02437)

model-pruning privacy-preserving federated-learning edge-deployment on-device-ai vision-transformer

Updated Mar 11, 2026
Python

wish44165 / Optimizing-Facial-Landmark-Estimation-for-Embedded-Systems

🔥 IEEE 2024 (Niagara Falls, Canada) - ICME Grand Challenges 🥈

python competition optimization pytorch model-pruning embedded-system tensorflow-lite facial-landmark-detection grand-challenge icme2024 iterative-autolabeling

Updated Jun 6, 2025
Python

DasudaRunner / SimplePruning

cnn pruning with tensorflow.

python tensorflow cnn model-pruning

Updated Jul 24, 2019
Python

Improve this page

Add a description, image, and links to the model-pruning topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the model-pruning topic, visit your repo's landing page and select "manage topics."

0