Unet-implementation based on ConvNeXtV2
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Jan 22, 2024 - Python
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convnextv2
Here are 15 public repositories matching this topic...
Tensorflow implementations of ConvNeXt V1 + V2 models w/ weights, including conversion and evaluation scripts.
computer-vision tensorflow keras pretrained-models pretrained-weights imagenet-classifier convnext imagenet-1k imagenet-21k convnextv2
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Nov 5, 2024 - Python
A script for training the ConvNextV2 on CIFAR10 dataset using the FSDP technique for a distributed training scheme.
deep-learning distributed-computing pytorch distributed distributed-training distributed-learning convnext convnextv2 fsdp fully-sharded-data-parallel
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Dec 11, 2023 - Python
A Tensorflow Implementation of "A ConvNet for the 2020s" and "ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders" (ConvNeXt and ConvNeXtV2)
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Feb 11, 2023 - Python
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Oct 23, 2023 - Python
Early prediction of liver cancer using longitudinal MRI
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May 13, 2025 - Python
An (admittedly amature) attempt to combine the strength of CNNs for sequence prediction though PACING - Patched bAsed ConvolutIoNal Generators
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Jul 24, 2024 - Python
A redesigned CLIP architecture replacing the ViT encoder with modern CNN backbones (ConvNeXt V2) to improve efficiency and inference speed while maintaining strong vision-language alignment, enabling real-time use in robotics and edge applications.
computer-vision deep-learning robotics pytorch clip vlm zero-shot-learning edge-computing onnx inference-optimization openclip convnextv2 vision-language-model
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Nov 29, 2025 - Python
Diabetic retinopathy severity grading on the APTOS 2019 fundus image dataset - ResNet34 baseline and ConvNeXt V2 (FCMAE-pretrained) PyTorch pipelines.
computer-vision deep-learning pytorch kaggle medical-imaging image-classification resnet34 diabetic-retinopathy convnextv2 aptos2019
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Jul 11, 2026 - Jupyter Notebook
python computer-vision tensorflow scikit-learn plotly cnn image-classification tpu lenet-5 vision-transformer hugging-face fine-grained-image-classification efficientnetv2 convnextv2
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Jan 15, 2025 - Jupyter Notebook
This project aims to classify road signs into 9 different categories, such as speed limit signs (20, 30, 50, etc.) and stop signs. The model used is ConvNeXt v2 Tiny, a modern deep learning model for image classification tasks, pre-trained on large datasets and fine-tuned for this specific task.
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Oct 9, 2024 - Jupyter Notebook
Arquitectura híbrida multicapa para detección de malware: YARA + ML estático (EMBER-2381 + OVERLAY-6, ONNX) + análisis de overlay, .NET e IL, con veredicto operativo y explicabilidad forense. API FastAPI + frontend React/Electron.
electron react python ember docker machine-learning static-analysis reverse-engineering cybersecurity malware-analysis yara knowledge-distillation malware-detection onnx explainable-ai threat-detection fastapi pe-analysis supabase convnextv2
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Oct 17, 2026 - HTML
End-to-end pipeline for self-supervised learning on DTI using InfoNCE frame.
representation-learning se-resnet contrastive-learning diffusion-tensor-imaging convnextv2 diffusion-tensor-metric
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Aug 9, 2025 - Python
Classification d'images de chiens et chats parasitées avec de flou de mouvement et du bruit sel poivre.
cats cnn dogs classification accuracy transfer-learning filtering motion-blur salt-pepper-noise dogs-vs-cats motion-blur-elimination weiner-filter convnextv2
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Dec 18, 2024 - Jupyter Notebook
🧁 State-of-the-art hybrid ensemble for the impossible classification task • Swin-V2 + ConvNeXt with 12-pass saccadic TTA • 90%+ accuracy on muffin vs chihuahua challenge
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Mar 8, 2026 - Jupyter Notebook
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