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do tar xvf "$f"; done - ``` - - * `visualise_denoise_reaults.ipynb` : for checking results visually. - * `preprocess.sh`: Slurm job that runs - * topaz denoising - * `preprocess.py` which calculates bounding box then split images of a dataset into train and val sets if in the development_set, or move to test if in test_set. - * `generate-star-file` --> ?? - * `generate-star-file` --> ?? - * `detect` --> ?? - * `train_step1` and `train_step2` --> ?? - -## Install +# PartiNet ๐Ÿ”ฌ + +PartiNet is a three-stage pipeline for automated particle picking in cryo-EM micrographs, combining advanced denoising with state-of-the-art deep learning detection. + + +## Features + +- ๐Ÿงน Advanced denoising for improved signal-to-noise ratio +- ๐ŸŽฏ Deep learning-based particle detection +- โšก Multi-GPU support for faster processing +- ๐Ÿ”„ Seamless integration with RELION workflows +- ๐Ÿ“Š Confidence-based particle filtering +- ๐Ÿ–ผ๏ธ Visual detection validation + +## Prerequisites + +Before starting, ensure you have: +- Motion-corrected micrographs +- GPU access (recommended) +- PartiNet installation (see Installation section) + +## Installation ```bash -git clone --recursive git@github.com:WEHI-ResearchComputing/PartiNet.git +git clone git@github.com:WEHI-ResearchComputing/PartiNet.git cd PartiNet pip install . ``` -## Usage +Alternatively, use our containers: ```bash -partinet --help -``` -``` -Usage: partinet [OPTIONS] COMMAND [ARGS]... - -Options: - --version Show the version and exit. - --help Show this message and exit. +# Docker +docker run ghcr.io/wehi-researchcomputing/partinet:latest -Commands: - detect - preprocess - test - train +# Singularity/Apptainer +singularity run oras://ghcr.io/wehi-researchcomputing/partinet:latest ``` -### Preprocessing - -This step runs on one dataset to creating bounding boxes and split images into development and test sets. - -The Python script uses the conda env installed `/stornext/System/data/apps/rc-tools/rc-tools-1.0/bin/tools/envs/py3_11/bin/python3` - -Example run found in `preprocess.py` +## Directory Structure ``` -./preprocess.py --dataset --datasets_path /vast/scratch/users/iskander.j/PartiNet_data/testing/ --tag _test --bounding_box +project_directory/ +โ”œโ”€โ”€ motion_corrected/ # ๐Ÿ“ Input micrographs +โ”œโ”€โ”€ denoised/ # ๐Ÿงน Denoised outputs +โ”œโ”€โ”€ exp/ # ๐ŸŽฏ Detection results +โ”‚ โ”œโ”€โ”€ labels/ # ๐Ÿ“‹ Coordinates +โ”‚ โ””โ”€โ”€ ... # ๐Ÿ–ผ๏ธ Visualizations +โ””โ”€โ”€ partinet_particles.star # โญ Final output ``` -#### Arguments: +## Pipeline Stages -* dataset: dataset name, e.g. 10005, and it must be a directory found in datasets_path -* datasets_path: path to all datasets -* tag: to add a suffix to text files used by script. -* bounding_box: whether to run the calculate bounding box annotation step, default is false and will error if annotation directory is empty. +### 1. Denoise +```bash +partinet denoise \ + --source /data/my_project/motion_corrected \ + --project /data/my_project +``` -#### How it works: -First step is go to dataset path and create directory called `annotations` where bounding box data will be saved as `*.txt` files. +### 2. Detect +```bash +partinet detect \ + --weight /path/to/model_weights.pt \ + --source /data/partinet_picking/denoised \ + --device 0,1,2,3 \ + --project /data/partinet_picking +``` -Then, using the two text files `development_set.txt` & `test_set.txt`, the dataset images and label (annotations) will be split into test and development (train and val) sets and saved to `data_split` directory. +### 3. Generate STAR File +```bash +partinet star \ + --labels /data/my_project/exp/labels \ + --images /data/my_project/denoised \ + --output /data/my_project/partinet_particles.star \ + --conf 0.1 +``` -The script writes -* noannot_images.txt: for each dataset, list of micrographs without annotation. -* development_set_split.txt: csv that saves dataset, number of annotated micrographs, number of images in training set, number of images in validation set,number of images in test set. +## Key Parameters -**Note: There are a few manual steps required before running any preprocessing (https://github.com/WEHI-ResearchComputing/PartiNet/blob/main/scripts/meta/fix_names_datasets.txt)** +### Detection +- `--backbone-detector`: Choice of neural network architecture +- `--weight`: Path to model weights +- `--conf-thres`: Detection confidence threshold +- `--iou-thres`: Overlap filtering threshold +- `--device`: GPU device selection -### Training +### STAR Generation +- `--conf`: Confidence threshold for particle filtering +- `--output`: Path for final STAR file -Training the DynamicDet network is seperated into two steps and therefore two subcommands: +## Output Files -```bash -partinet train --help -``` -``` -Usage: partinet train [OPTIONS] COMMAND [ARGS]... +1. **Denoised Micrographs** (`denoised/*.mrc`) + - Cleaned micrographs with improved SNR -Options: - --help Show this message and exit. +2. **Detection Results** (`exp/`) + - `labels/*.txt`: Particle coordinates + - `*.png`: Visualization overlays -Commands: - step1 - step2 -``` +3. **STAR File** (`partinet_particles.star`) + - Ready for RELION processing -#### Training Step 1 +## Advanced Usage -relevant training args are passed to the `train` subcommand with step1 specific args passed to the -`step1` subsubcommand. +For detailed information about specific commands: ```bash -partinet train step1 --help -``` -``` -Usage: partinet train step1 [OPTIONS] - -Options: - --backbone-detector [yolov7|yolov7-w6|yolov7x] - The choice of backbone to be used. - [default: yolov7] - --weight TEXT initial weights path [required] - --data TEXT data.yaml path [default: data/coco.yaml] - --hyp [scratch.p5|scratch.p6|finetune.dynamic.adam] - hyperparameters path [default: scratch.p5] - --epochs INTEGER [default: 300] - --batch-size INTEGER total batch size for all GPUs [default: 16] - --img-size INTEGER... [train, test] image sizes [default: 640, - 640] - --rect rectangular training - --resume resume most recent training - --resume-ckpt TEXT checkpoint to resume from - --nosave only save final checkpoint - --notest only test final epoch - --noautoanchor disable autoanchor check - --bucket TEXT gsutil bucket - --cache-images cache images for faster training - --image-weights use weighted image selection for training - --device TEXT cuda device, i.e. 0 or 0,1,2,3 or cpu - --multi-scale vary img-size +/- 50%% - --single-cls train multi-class data as single-class - --adam use torch.optim.Adam() optimizer - --sync-bn use SyncBatchNorm, only available in DDP - mode - --local_rank INTEGER DDP parameter, do not modify [default: -1] - --workers INTEGER maximum number of dataloader workers - [default: 8] - --project TEXT save to project/name [default: runs/train] - --entity TEXT W&B entity - --name TEXT save to project/name [default: exp] - --exist-ok existing project/name ok, do not increment - --quad quad dataloader - --label-smoothing FLOAT Label smoothing epsilon [default: 0.0] - --upload_dataset Upload dataset as W&B artifact table - --bbox_interval INTEGER Set bounding-box image logging interval for - W&B [default: -1] - --save_period INTEGER Log model after every "save_period" epoch - [default: -1] - --artifact_alias TEXT version of dataset artifact to be used - [default: latest] - --freeze INTEGER Freeze layers: backbone of yolov7=50, - first3=0 1 2 [default: 0] - --v5-metric assume maximum recall as 1.0 in AP - calculation - --single-backbone train single backbone model - --linear-lr linear LR - --help Show this message and exit. +partinet --help +partinet --help ``` -TODO: more details... -Example -``` -partinet train step1 --cfg partinet/DynamicDet/cfg/dy-yolov7-step1.yaml --weight '' --data path/to/cryo_training.yaml --hyp partinet/DynamicDet/hyp/hyp.scratch.p5.yaml --name train_step1 --save_period 10 --epochs 20 --batch-size 16 --img-size 640 640 --workers 16 --device 0,1,2,3 --sync-bn +Available commands: +- `denoise`: Clean input micrographs +- `detect`: Identify particles +- `star`: Generate STAR files +- `train`: Train custom models (step1/step2) +- `test`: Evaluate model performance -``` -#### Training Step 2 - -Like step1, training args are passed to `train`, but no special arguments are passed to the `step2` -subsubcommand. - -```output -Usage: partinet train step2 [OPTIONS] - -Options: - --backbone-detector [yolov7|yolov7-w6|yolov7x] - The choice of backbone to be used. - [default: yolov7] - --weight TEXT initial weights path [required] - --data TEXT data.yaml path [default: data/coco.yaml] - --hyp [scratch.p5|scratch.p6|finetune.dynamic.adam] - hyperparameters path [default: scratch.p5] - --epochs INTEGER [default: 300] - --batch-size INTEGER total batch size for all GPUs [default: 16] - --img-size INTEGER... [train, test] image sizes [default: 640, - 640] - --rect rectangular training - --resume resume most recent training - --resume-ckpt TEXT checkpoint to resume from - --nosave only save final checkpoint - --notest only test final epoch - --noautoanchor disable autoanchor check - --bucket TEXT gsutil bucket - --cache-images cache images for faster training - --image-weights use weighted image selection for training - --device TEXT cuda device, i.e. 0 or 0,1,2,3 or cpu - --multi-scale vary img-size +/- 50%% - --single-cls train multi-class data as single-class - --adam use torch.optim.Adam() optimizer - --sync-bn use SyncBatchNorm, only available in DDP - mode - --local_rank INTEGER DDP parameter, do not modify [default: -1] - --workers INTEGER maximum number of dataloader workers - [default: 8] - --project TEXT save to project/name [default: runs/train] - --entity TEXT W&B entity - --name TEXT save to project/name [default: exp] - --exist-ok existing project/name ok, do not increment - --quad quad dataloader - --label-smoothing FLOAT Label smoothing epsilon [default: 0.0] - --upload_dataset Upload dataset as W&B artifact table - --bbox_interval INTEGER Set bounding-box image logging interval for - W&B [default: -1] - --save_period INTEGER Log model after every "save_period" epoch - [default: -1] - --artifact_alias TEXT version of dataset artifact to be used - [default: latest] - --freeze INTEGER Freeze layers: backbone of yolov7=50, - first3=0 1 2 [default: 0] - --v5-metric assume maximum recall as 1.0 in AP - calculation - --help Show this message and exit. -``` +## Troubleshooting -TODO: more details... -Example -```bash -partinet train step2 --backbone-detector yolov7 --weight /path/to/runs/train/train-step1-300epochs/weights/last.pt --workers 4 --device 0 --batch-size 1 --epochs 10 --img-size 640 640 --adam --data /path/to/cryo_training_all.yaml --hyp finetune.dynamic.adam --name train_step2 -``` -## Detection +- **GPU Issues** + - Verify GPU availability: `nvidia-smi` + - Check CUDA installation + - Ensure proper device selection -```bash -partinet detect --help -``` -``` -Options: - --backbone-detector [yolov7|yolov7-w6|yolov7x] - The choice of backbone to be used. - [default: yolov7] - --weight TEXT model.pt path(s) [required] - --source TEXT source [default: inference/images] - --num-classes INTEGER number of classes [default: 80] - --img-size INTEGER inference size (pixels) [default: 640] - --conf-thres FLOAT object confidence threshold [default: 0.25] - --iou-thres FLOAT IOU threshold for NMS [default: 0.45] - --device TEXT cuda device, i.e. 0 or 0,1,2,3 or cpu - --view-img display results - --save-txt save results to *.txt - --save-conf save confidences in --save-txt labels - --nosave do not save images/videos - --classes INTEGER filter by class: --classes 0, or --classes 0 - --classes 2 --classes 3 - --agnostic-nms class-agnostic NMS - --augment augmented inference - --project TEXT save results to project/name [default: - runs/detect] - --name TEXT save results to project/name [default: exp] - --exist-ok existing project/name ok, do not increment - --dy-thres FLOAT dynamic thres [default: 0.5] - --help Show this message and exit. -``` - -TODO: more details... +- **Path Issues** + - Verify directory permissions + - Check mount points in container setups + - Ensure absolute paths are used -## Testing +## Contributing -```bash -partinet test --help -``` -``` -Usage: partinet test [OPTIONS] - -Options: - --backbone-detector [yolov7|yolov7-w6|yolov7x] - The choice of backbone to be used. - [default: yolov7] - --weight TEXT model.pt path(s) [required] - --data TEXT data.yaml path [default: data/coco.yaml] - --batch-size INTEGER total batch size for all GPUs [default: 1] - --img-size INTEGER validation image size (pixels) [default: - 640] - --conf-thres FLOAT object confidence threshold [default: - 0.001] - --iou-thres FLOAT IOU threshold for NMS [default: 0.65] - --task [train|val|test] train, val, test, speed or study [default: - test] - --device TEXT cuda device, i.e. 0 or 0,1,2,3 or cpu - --single-cls train multi-class data as single-class - --augment augmented inference - --verbose report mAP by class - --save-txt save results to *.txt - --save-hybrid save label+prediction hybrid results to - *.txt - --save-conf save confidences in --save-txt labels - --save-json save a cocoapi-compatible JSON results file - --project TEXT save to project/name [default: runs/test] - --name TEXT save to project/name [default: exp] - --exist-ok existing project/name ok, do not increment - --v5-metric assume maximum recall as 1.0 in AP - calculation - --dy-thres FLOAT dynamic thres [default: 0.5] - --save-results save results - --help Show this message and exit. -``` +We welcome contributions! Please see our [Contributing Guidelines](CONTRIBUTING.md) for details. -TODO: more details... +## License -## Get the container +This project is licensed under the terms of the LICENSE file included in the repository. -Replace `partinet ` with one of the below: +## Citation -### Docker - -```bash -docker run ghcr.io/wehi-researchcomputing/partinet:latest +If you use PartiNet in your research, please cite: +``` +Citation information will be added upon publication ``` -### Singularity/Apptainer +## Support -```bash -singularity run oras://ghcr.io/wehi-researchcomputing/partinet:latest -``` +For issues and questions: +- Open an [Issue](https://github.com/WEHI-ResearchComputing/PartiNet/issues) +- Check existing [Discussions](https://github.com/WEHI-ResearchComputing/PartiNet/discussions) diff --git a/docs/.gitignore b/docs/.gitignore new file mode 100644 index 0000000..b2d6de3 --- /dev/null +++ b/docs/.gitignore @@ -0,0 +1,20 @@ +# Dependencies +/node_modules + +# Production +/build + +# Generated files +.docusaurus +.cache-loader + +# Misc +.DS_Store +.env.local +.env.development.local +.env.test.local +.env.production.local + +npm-debug.log* +yarn-debug.log* +yarn-error.log* diff --git a/docs/docs/getting-started.md b/docs/docs/getting-started.md new file mode 100644 index 0000000..4b90a31 --- /dev/null +++ b/docs/docs/getting-started.md @@ -0,0 +1,135 @@ +--- +sidebar_position: 3 +--- + +# Getting Started + +This guide walks you through your first PartiNet analysis using the three-stage pipeline. We'll process cryo-EM micrographs from start to finish. + +## Prerequisites + +Before starting, ensure you have: +- PartiNet installed (see [Installation](installation.md)) +- Motion-corrected micrographs in a source directory +- A project directory where outputs will be saved +- GPU access for optimal performance + +## Directory Structure + +PartiNet expects and creates the following directory structure: + +``` +project_directory/ +โ”œโ”€โ”€ motion_corrected/ # ๐Ÿ“ Your input micrographs +โ”‚ โ”œโ”€โ”€ micrograph1.mrc +โ”‚ โ”œโ”€โ”€ micrograph2.mrc +โ”‚ โ””โ”€โ”€ ... +โ”œโ”€โ”€ denoised/ # ๐Ÿงน Created by denoise stage +โ”‚ โ”œโ”€โ”€ micrograph1.mrc +โ”‚ โ”œโ”€โ”€ micrograph2.mrc +โ”‚ โ””โ”€โ”€ ... +โ”œโ”€โ”€ exp/ # ๐ŸŽฏ Created by detect stage +โ”‚ โ”œโ”€โ”€ labels/ # ๐Ÿ“‹ Detection coordinates +โ”‚ โ”‚ โ”œโ”€โ”€ micrograph1.txt +โ”‚ โ”‚ โ”œโ”€โ”€ micrograph2.txt +โ”‚ โ”‚ โ””โ”€โ”€ ... +โ”‚ โ”œโ”€โ”€ micrograph1.png # ๐Ÿ–ผ๏ธ Micrographs with detections drawn +โ”‚ โ”œโ”€โ”€ micrograph2. +โ”‚ โ””โ”€โ”€ ... +โ””โ”€โ”€ partinet_particles.star # โญ Final STAR file (created by star stage) +``` + +**Pipeline Flow:** +1. **Input** โ†’ `motion_corrected/` (your micrographs) +2. **Stage 1** โ†’ `denoised/` (cleaned micrographs) +3. **Stage 2** โ†’ `exp*/` (detections + visualizations) +4. **Stage 3** โ†’ `*.star` (final particle coordinates) + +## Stage 1: Denoise + +The first stage removes noise from your micrographs and improves signal-to-noise ratios: + +
+ +```shell title="Local Installation" +partinet denoise \ + --source /data/my_project/motion_corrected \ + --project /data/my_project +``` + +
+ +**What this does:** +- Reads micrographs from `motion_corrected/` directory +- Applies denoising algorithms +- Saves cleaned micrographs to `denoised/` directory in your project folder + +## Stage 2: Detect + +The detection stage identifies particles in your denoised micrographs: + +
+ +```shell title="Local Installation" +partinet detect \ + --weight /path/to/downloaded/model_weights.pt \ + --source /data/partinet_picking/denoised \ + --device 0,1,2,3 \ + --project /data/partinet_picking +``` + +
+ +**What this creates:** +- `exp/` directory in your project folder +- `exp/labels/` directory containing detection coordinates for each micrograph +- Micrographs with detection boxes drawn on top (saved in `exp/`) + +**Key parameters:** +- `--backbone-detector`: Neural network architecture to use +- `--weight`: Path to trained model weights +- `--conf-thres`: Confidence threshold for detections (0.0 = accept all) +- `--iou-thres`: Intersection over Union threshold for filtering overlapping detections +- `--device`: GPU devices to use (0,1,2,3 = use 4 GPUs) + +## Stage 3: Star + +The final stage converts detections to STAR format and applies confidence filtering: + +
+ +```shell title="Local Installation" +partinet star \ + --labels /data/my_project/exp/labels \ + --images /data/my_project/denoised \ + --output /data/my_project/partinet_particles.star \ + --conf 0.1 +``` + +
+ +**What this does:** +- Reads detection labels from `exp/labels/` +- Filters particles based on confidence threshold (0.1 in this example) +- Creates a STAR file ready for further processing in RELION or other software + +## Output Files + +After running all three stages, you'll have: + +1. **Denoised micrographs** (`denoised/`) - Cleaned input for particle detection +2. **Detection visualizations** (`exp/*.mrc`) - Micrographs with particle boxes drawn +3. **Detection coordinates** (`exp/labels/*.txt`) - Raw detection data +4. **STAR file** (`*.star`) - Final particle coordinates ready for downstream processing + + +## Next Steps + +- Learn more about individual stages: [Denoise](stages/denoise.md), [Detect](stages/detect.md), [STAR](stages/star.md) + +## Troubleshooting + +If you encounter issues: +- Ensure all paths exist and are accessible +- Check GPU availability with `nvidia-smi` +- Verify container mounting with `-B` flags includes all necessary paths \ No newline at end of file diff --git a/docs/docs/installation.md b/docs/docs/installation.md new file mode 100644 index 0000000..d0b4ef1 --- /dev/null +++ b/docs/docs/installation.md @@ -0,0 +1,104 @@ +--- +sidebar_position: 2 +--- + +# Installation + +PartiNet can be installed using several methods. Choose the option that best fits your environment and requirements. + +## Prerequisites + +- Python 3.8 or higher +- CUDA-compatible GPU (recommended for optimal performance) +- Git (for source installation) + +## Method 1: Install from Source (Recommended) + +This method gives you the latest version and full control over the installation: + +```shell +# Create new python environment +conda create -n partinet python=3.9 +conda activate partinet +# or using venv +python -m venv partinet-env +source partinet-env/bin/activate + +# Install PartiNet +git clone git@github.com:WEHI-ResearchComputing/PartiNet.git +cd PartiNet +pip install . +``` + +## Method 2: Apptainer/Singularity Container + +For users who prefer containerized environments or have limited system permissions: + +**Option A: Pull and store locally** +```shell +apptainer pull partinet.sif oras://ghcr.io/wehi-researchcomputing/partinet:main-singularity +apptainer exec --nv --no-home -B /vast partinet.sif partinet --help +``` + +**Option B: Run directly from registry** +```shell +apptainer exec --nv --no-home \ + -B /vast oras://ghcr.io/wehi-researchcomputing/partinet:main-singularity \ + partinet --help +``` + +**Container options explained:** +- `--nv`: Enables NVIDIA GPU support +- `--no-home`: Prevents mounting your home directory +- `-B /vast`: Mounts the `/vast` directory (adjust path as needed for your data directory) + +## Method 3: Docker Container + +For Docker users: + +```shell +docker pull ghcr.io/wehi-researchcomputing/partinet:main +docker run --gpus all -v /path/to/your/data:/data \ + ghcr.io/wehi-researchcomputing/partinet:main partinet --help +``` + +**Docker options explained:** +- `--gpus all`: Enables GPU support (requires nvidia-docker) +- `-v /path/to/your/data:/data`: Mounts your data directory + + +## Verification + +After installation, verify that PartiNet is working correctly: + +```shell +partinet --help +``` + +You should see version information and available commands. + +## GPU Support + +PartiNet is designed to leverage GPU acceleration for optimal performance. Ensure you have: + +- NVIDIA GPU with CUDA compute capability 3.5+ (e.g., NVIDIA A30, A100, H100) +- CUDA drivers installed +- For containers: nvidia-docker (Docker) or `--nv` flag (Apptainer) + +## Model Weights +PartiNet model weights are available on [HuggingFace](https://huggingface.co/MihinP/PartiNet). +Weights can be downloaded through the browser or through CLI via Git LFS + +```shell +# Verify Git LFS is installed +git lfs --help +mkdir PartiNet_weights +cd PartiNet_weights +git clone git@hf.co:MihinP/PartiNet +``` + +You will see two `.pt` files available: `denoised_micrographs.pt` and `raw_micrographs.pt`. + +## Next Steps + +Once installed, proceed to [Getting Started](getting-started.md) to run your first PartiNet analysis. \ No newline at end of file diff --git a/docs/docs/intro.md b/docs/docs/intro.md new file mode 100644 index 0000000..3b5f4b6 --- /dev/null +++ b/docs/docs/intro.md @@ -0,0 +1,48 @@ +--- +sidebar_position: 1 +--- + +# Introduction + +PartiNet is a powerful command-line tool for particle picking on cryo-EM micrographs. It provides a comprehensive three-stage pipeline designed to clean, identify, and prepare particles from experimental data for subsequent processing. + +## The Three-Stage Pipeline + +PartiNet processes data through three sequential stages, each building on the output of the previous stage: + +### 1. Denoise +The first stage removes noise and artifacts from your raw data using fast heuristic denoising algorithms. This stage improves signal-to-noise ratios and prepares micrographs for accurate particle detection. + +### 2. Detect +The detection stage identifies and locates individual particles within your cleaned data. Using a dynamic adaptive architecture, it quickly and accurately identifies particles within micrographs. + +### 3. Star +The final stage prepares particle data for further processing and provides reports on particle populations in your dataset. + +## Key Features + +- **Fast picking** - Leverages state-of-the-art dynamic deep learning models for accurate particle processing +- **Accurate picking** - PartiNet accurately identifies proteins in your micrographs and filters junk prior to further processing +- **Overcome orientation bias** - PartiNet identifies rare views of proteins in your dataset +- **Multi-species identification** - PartiNet can identify and pick heterogeneous samples without requiring prior estimation of box sizes +- **Batch processing** - Process multiple files efficiently with parallel processing capabilities + +## Use Cases + +PartiNet is ideal for: +- Identifying rare views +- Picking on heterogeneous datasets +- Reporting on particle populations + +## Next Steps + +- **New to PartiNet?** Start with [Installation](installation.md) to get up and running +- **Ready to begin?** Follow our [Getting Started](getting-started.md) guide for your first analysis +- **Need specific details?** Check the individual stage documentation: [Denoise](stages/denoise.md), [Detect](stages/detect.md), [Star](stages/star.md) + + \ No newline at end of file diff --git a/docs/docs/stages/_category_.json b/docs/docs/stages/_category_.json new file mode 100644 index 0000000..e2d1fff --- /dev/null +++ b/docs/docs/stages/_category_.json @@ -0,0 +1,8 @@ +{ + "label": "Picking", + "position": 4, + "link": { + "type": "generated-index", + "description": "PartiNet processes cryo-EM micrographs through a carefully designed three-stage pipeline. Each stage builds upon the previous one, transforming raw motion-corrected micrographs into clean, accurately picked particle coordinates ready for downstream processing." + } +} diff --git a/docs/docs/stages/assets/denoise_workflow_stacked.png b/docs/docs/stages/assets/denoise_workflow_stacked.png new file mode 100644 index 0000000000000000000000000000000000000000..b69855cd62af6107e9ad9409c2bc1476c08baf03 GIT binary patch literal 4675467 zcmeFZbyU<_-!?w9grEWf(xRYrC|!yY3WJD%fD9-gA`K3mq9BcQ453KJ&`5(w4JqB- z-5tOEJ@@T7=U%_Hp7%L_y=%Se{zpca!+dA&Ph6kty7u;Y0++i;bd3lGgI!dRfAACr zgI*GtUcd)G^ox2$zz-~&r*ijUIqh_dFc=d|;laIU_K1}@!tbuV1Lt<0_{~qQQLsM> zxqc@z?b)3t3fB-ZJ6(xk8WbOep2>S|JbfmArHkpN&l`9M^Th|(C{*||Mf2ZURP;s zefb(#4WH?qhY|lE2>$(cYFHZSKaC&o)`nmZ1^NSTd^!L5w(!E9(Es)D|LZ08X9iKw znEQ)D^PfdK^ig`SMA3g90avJHu<>DmFOzQP|MPIKfk`9(mk}U)f8w(o!)^2G)4i#$ ze%$P?8=j05LSy#&R`rw`tr#cpC#SlWaq=tAi-NZV2Mt1}L^>SceCrk4f!|C8KL5Gt z;3by3KwfWl0qzan> zu9+NVQFZ8r>Hqm3J5h6RrUi4a~wcE)wqhFlu zQ2O_Y_r$E9J#n4CYjdGzu|Fl&T+4aWPnYwm&bwcPyfLPF$TX?Z!$~r?=M_82 zJlTpLl3YfS{i{4O>wg8T%oY2EFW$a39TFwNdjtA@k9jH!k>&^dq~aSjQ$=VOv%Jpx z#6@tSZi^e8TT^~K+-G|w)s)(1MZJoRd|O8y##KpMWP2G0@A5Ck^ihnRpY2nvJ9IcX zsx_|P?DTan>mv#kl4!U<4LhJVd6LP3Md;7yAtF-C#$*XronvprMmb<^Q}yD_znZJ%f_!car61!0zN54FpFhsU|x1XPuC zD))w7ouBUWL?w|pT3v&7SF>W{BM;pjKbp|B;$d?RQn8iXsUB5jt`T{Gqt^)}RW@Bx z0}4N3HNTd9X$ZVg~`8rL@(!%l^fHkDeC;C65+fEoYaQo28QIEKnP6^jDu19qgn^>Cm|zOcvPF z!i3B4QHoWelZ+qyvD}lo$!xAMLfN9MeS2{Mth2Ca#M})~9Q2s5L+{p(o1iOwlLAFC zp)i8CH^~+LmKl2DggZpA7skoqzTL`FmCupAYT9a@up0HK*R4um9n4h0XBC}r>HItG zJVvh)xKk<}-L2J$4>s89UpB#DCwPrpobm18k235*W0oAQ3$;E>=Vcq!HT z@&tM$SF@C#bEeUch#2hu77tIfjAiY^t3Co>RH8Mn+1dMhVFN;{4w?O zlKZ9al^!D={+fBr4?g^2G*MOPEaM&U@|4$mlLh>$gQDmwWXhn7PtwGAf@t#iazU{V zmyua$K+p4!IEg=OH6p!P;PW4i%wva|~bLk^Q~9=MPIzPWEbm2QQ~B^=niqF8`QjwdcG&_pLSX#|8v zqq+*~zusBX%Cu2~Lq>7DR&L=iA>CWlbls1F@vuqGm)>q9FUsxg(B#XA(|TpS)A;e& z6nVnIgINh>r=jkDg`L~!t`Yu#mlph?`;g*$NlItANk+O7LH=7NBU+};vugbfC97f1 zmLSAQ+uOsSS}A*9uZR2uEMU<9vR~(qiuJUrj#Mmb!U$~pHJ_8$*Z-qAD(YgJ;lR>s z`5Ng|D|WLj%nB*NI#roTP= zL2c17t=#R)KDh+tte;)QG=0%McMGTCVPBR&;jd67f6Z^LizV)@Jr1i8Avtg>5V~bz zEv)@WCC%h*ts;a?6it!KAjlOtu#-q(->li<-aQ4u@ARy%AVC$+4eSq9;blNL_^JzWv?pYbIGLRWXN1w3Chp3oVbay?=WipVssV=IAGzWFF;wIuXpjJ$G}}i`G1? 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