gokul-pv / lightning-hydra-timm
PyTorch Lightning + Hydra. + Timm: A very user-friendly template for rapid and reproducible MLOps with best practices. ⚡🔥⚡
☆16Updated last year
Related projects ⓘ
Alternatives and complementary repositories for lightning-hydra-timm
- LightCollections⚡️: Ready-to-use implementations such as `LightningModules` for various computer vision papers.☆23Updated 2 years ago
- Efficient CUDA kernels for training convolutional neural networks with PyTorch.☆35Updated 3 weeks ago
- A PyTorch implementation of computing mean average precision in parallel☆16Updated 2 years ago
- Timm model explorer☆36Updated 7 months ago
- PyTorch Lightning based training of Semantic Segmentation models☆38Updated last year
- Visualizer for PyTorch image models☆40Updated 3 years ago
- TF2 implementation of knowledge distillation using the "function matching" hypothesis from https://arxiv.org/abs/2106.05237.☆87Updated 3 years ago
- XView3 challenge, 2nd place solution☆29Updated 2 years ago
- Supercharge Your PyTorch Image Models: Bag of Tricks to 8x Faster Inference with ONNX Runtime & Optimizations☆20Updated last month
- Implementing DropPath/StochasticDepth in PyTorch☆16Updated 2 years ago
- State-of-the-art data augmentation search algorithms in PyTorch☆47Updated last year
- Heatmap Learner Convolutional Neural Network for Object Counting and Localization☆42Updated 9 months ago
- Code for experiments for "ConvNet vs Transformer, Supervised vs CLIP: Beyond ImageNet Accuracy"☆96Updated 2 months ago
- Implementation of CenterNet and FairMOT with PyTorch Lightning☆69Updated 2 years ago
- [kaggle] 3rd place solution☆31Updated 3 years ago
- Adds timm pretrained backbone to pytorch's FasterRcnn model☆12Updated 9 months ago
- Occlusion Copy & Paste augmentation for Occluded Instance Segmentation☆18Updated last year
- Fine-tuning OpenAI CLIP Model for Image Search on medical images☆74Updated 2 years ago
- GroundedSAM Base Model plugin for Autodistill☆45Updated 7 months ago
- QUick and DIrty Domain Adaptation☆20Updated 10 months ago
- Solution for the Kaggle contrail segmentation competition☆25Updated last year
- ☆25Updated 4 years ago
- A Contrastive Learning Boost from Intermediate Pre-Trained Representations☆39Updated 2 months ago
- My 1st place solution at Kaggle Hotel-ID 2021☆18Updated 3 years ago
- ☆58Updated 8 months ago
- Library for converting from RGB / GrayScale image to base64 and back.☆19Updated 2 years ago
- Simplify Your Visual Data Ops. Find and visualize issues with your computer vision datasets such as duplicates, anomalies, data leakage, …☆67Updated last year
- In order to control processing-induced dataset drift we require two ingredients: raw sensor data and an image processing model. This code…☆32Updated last year
- Implementation of Deep Orthogonal Fusion of Local and Global Features in TensorFlow 2☆25Updated last year