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Top 16 Python resnet Projects
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pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
https://github.com/huggingface/pytorch-image-models https://huggingface.co/docs/timm/index
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I used segmentation-models (https://github.com/qubvel/segmentation_models) to create a deeplabv3+ model. I havent used it in the last 2 months and now i comeback to the same code and cant use it. Getting ModuleNotFoundError: No module named 'segmentation_models_pytorch.deeplabv3'
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InfluxDB
Collect and Analyze Billions of Data Points in Real Time. Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge.
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facenet-pytorch
Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models
Hijacking this comment because i've been working nonstop on my project thanks to your suggestion. I'm now using this https://github.com/derronqi/yolov8-face for face detection and still the old face_recognition for encodings. I'm clustering with dbscan and extracting frames with ffmpeg with -hwaccel on. I'm planning to try this: https://github.com/timesler/facenet-pytorch as it looks like it would be the fastest thing avaiable to process videos? Keep in mind i need to perform encoding other than just detection because i want to use DBscan (and later also facial recognition, but this might be done separately just by saving the encodings). let me know if you have any other suggestions, and thanks again for your help
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MMClassification: OpenMMLab image classification toolbox and benchmark.
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pytorch_resnet_cifar10
Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.
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Project mention: Help Needed: Converting PlantNet-300k Pretrained Model Weights from Tar to h5 Format Help | /r/learnpython | 2023-06-09
It's almost certainly a pickled pytorch model so you will first need to load it using pytorch and then write it out to h5 (legacy keras format) with https://github.com/gmalivenko/pytorch2keras.
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Project mention: Find Optimal Learning Rates for Stable Diffusion Fine-tunes (Link in Comments) | /r/sdforall | 2023-03-24
Adan https://github.com/sail-sg/Adan
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Mergify
Updating dependencies is time-consuming.. Solutions like Dependabot or Renovate update but don't merge dependencies. You need to do it manually while it could be fully automated! Add a Merge Queue to your workflow and stop caring about PR management & merging. Try Mergify for free.
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Real-time-GesRec
Real-time Hand Gesture Recognition with PyTorch on EgoGesture, NvGesture, Jester, Kinetics and UCF101
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jax-resnet
Implementations and checkpoints for ResNet, Wide ResNet, ResNeXt, ResNet-D, and ResNeSt in JAX (Flax).
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ModelZoo.pytorch
Hands on Imagenet training. Unofficial ModelZoo project on Pytorch. MobileNetV3 Top1 75.64🌟 GhostNet1.3x 75.78🌟
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deepvision
PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), ResNetV2, EfficientNetV2, NeRF, SegFormer, MixTransformer, (planned...) DeepLabV3+, ConvNeXtV2, YOLO, etc.
Project mention: PyTorch/TensorFlow image models with automatic weight conversions | /r/computervision | 2023-02-13Link: https://github.com/DavidLandup0/deepvision
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ptctrn
Legacy repo for the Artificial Intelligence capable of patacón recognition (Now on HuggingFace)
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Sonar
Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
The latest post mention was on 2023-08-07.
Python resnet related posts
- [R] Nvidia RTX 4090 ML benchmarks. Under QEMU/KVM. Image + Transformers. FP16/FP32.
- Inference on resent, cant work out the problem?
- [D] Fast face recognition over video
- Swin Transformer: Hierarchical Vision Transformer Using Shifted Windows
- Problems with Learning Rate Finder in Pytorch Lightning
- ImageNet Advise
- Random but unrepeated combinations?
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A note from our sponsor - InfluxDB
www.influxdata.com | 24 Sep 2023
Index
What are some of the best open-source resnet projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | pytorch-image-models | 26,828 |
| 2 | segmentation_models | 4,411 |
| 3 | facenet-pytorch | 3,727 |
| 4 | mmpretrain | 2,691 |
| 5 | pytorch_resnet_cifar10 | 1,030 |
| 6 | pytorch2keras | 838 |
| 7 | Adan | 654 |
| 8 | Real-time-GesRec | 541 |
| 9 | DeepFake-Detection | 420 |
| 10 | flaxmodels | 208 |
| 11 | jax-resnet | 95 |
| 12 | ModelZoo.pytorch | 48 |
| 13 | datatap-python | 35 |
| 14 | deepvision | 27 |
| 15 | Naruto_Handsign_Classification | 21 |
| 16 | ptctrn | 11 |
Write Clean Python Code. Always.
Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
www.sonarsource.com