SpikeYOLO
Offical implementation of "Integer-Valued Training and Spike-Driven Inference Spiking Neural Network for High-performance and Energy-efficient Object Detection" (ECCV2024 Best Paper Candidate)
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- imagenette.md
- imagewoof.md
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- open-images-v7.md
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- block.md
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- head.md
- transformer.md
- utils.md
- autobackend.md
- tasks.md
- gmc.md
- kalman_filter.md
- matching.md
- basetrack.md
- bot_sort.md
- byte_tracker.md
- track.md
- base.md
- clearml.md
- comet.md
- dvc.md
- hub.md
- mlflow.md
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- __init__.md
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- ops.md
- patches.md
- plotting.md
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- torch_utils.md
- triton.md
- tuner.md
- style.css
- classify.md
- detect.md
- index.md
- pose.md
- segment.md
- callbacks.md
- cfg.md
- cli.md
- engine.md
- python.md
- aws_quickstart_tutorial.md
- azureml_quickstart_tutorial.md
- docker_image_quickstart_tutorial.md
- google_cloud_quickstart_tutorial.md
- architecture_description.md
- clearml_logging_integration.md
- comet_logging_integration.md
- hyperparameter_evolution.md
- model_ensembling.md
- model_export.md
- model_pruning_and_sparsity.md
- multi_gpu_training.md
- neural_magic_pruning_quantization.md
- pytorch_hub_model_loading.md
- roboflow_datasets_integration.md
- running_on_jetson_nano.md
- test_time_augmentation.md
- tips_for_best_training_results.md
- train_custom_data.md
- transfer_learning_with_frozen_layers.md
- index.md
- quickstart_tutorial.md
- build_reference.py
- CNAME
- index.md
- quickstart.md
- README.md
- robots.txt
- SECURITY.md
- CMakeLists.txt
- inference.cpp
- inference.h
- main.cpp
- README.md
- main.py
- README.md
- CMakeLists.txt
- inference.cpp
- inference.h
- main.cpp
- README.md
- main.py
- README.md
- readme.md
- yolov8_region_counter.py
- readme.md
- yolov8_sahi.py
- hub.ipynb
- README.md
- tutorial.ipynb
- args.yaml
- F1_curve.png
- P_curve.png
- PR_curve.png
- R_curve.png
- results.csv
- results.png
- train_batch0.jpg
- val_batch0_labels.jpg
- val_batch0_pred.jpg
- figure1.jpg
- bug-report.yml
- config.yml
- feature-request.yml
- question.yml
- ci.yaml
- cla.yml
- codeql.yaml
- docker.yaml
- greetings.yml
- links.yml
- publish.yml
- stale.yml
- dependabot.yml
- translate-readme.yml
- DSEC-GT.pkl
- ACT_aug.py
- ACT_build.py
- ACT_utils.py
- base_dataset.py
- dsec.py
- sampler.py
- init_dataset.py
- Decode.py
- stream_mod_det.py
- stream_inference.py
- data_parallel.py
- gaussian_hm.py
- model.py
- scatter_gather.py
- utils.py
- Attentions.py
- Branch.py
- DCN.py
- deconv.py
- DLA.py
- MOD_Det.py
- MOD_Net.py
- REFusion.py
- ResNet.py
- logger.py
- losses.py
- MOD_Trainer.py
- build.py
- tiny_opt.py
- vis_dataset.py
- vis_det.py
- vis_utils.py
- ACT.py
- det.py
- opts.py
- train.py
- README.md
- Dockerfile
- Dockerfile-arm64
- Dockerfile-conda
- Dockerfile-cpu
- Dockerfile-jetson
- Dockerfile-python
- Dockerfile-runner
- favicon.ico
- caltech101.md
- caltech256.md
- cifar10.md
- cifar100.md
- fashion-mnist.md
- imagenet.md
- imagenet10.md
- imagenette.md
- imagewoof.md
- index.md
- mnist.md
- argoverse.md
- coco.md
- coco8.md
- globalwheat2020.md
- index.md
- objects365.md
- open-images-v7.md
- sku-110k.md
- visdrone.md
- voc.md
- xview.md
- dota-v2.md
- index.md
- coco.md
- coco8-pose.md
- index.md
- tiger-pose.md
- coco.md
- coco8-seg.md
- index.md
- index.md
- index.md
- azureml-quickstart.md
- conda-quickstart.md
- docker-quickstart.md
- hyperparameter-tuning.md
- index.md
- kfold-cross-validation.md
- raspberry-pi.md
- sahi-tiled-inference.md
- triton-inference-server.md
- yolo-common-issues.md
- CI.md
- CLA.md
- code_of_conduct.md
- contributing.md
- environmental-health-safety.md
- FAQ.md
- index.md
- minimum_reproducible_example.md
- android.md
- index.md
- ios.md
- datasets.md
- index.md
- inference_api.md
- integrations.md
- models.md
- projects.md
- quickstart.md
- index.md
- openvino.md
- ray-tune.md
- roboflow.md
- fast-sam.md
- index.md
- mobile-sam.md
- rtdetr.md
- sam.md
- yolo-nas.md
- yolov3.md
- yolov4.md
- yolov5.md
- yolov6.md
- yolov7.md
- yolov8.md
- benchmark.md
- export.md
- index.md
- predict.md
- track.md
- train.md
- val.md
- comments.html
- source-file.html
- __init__.md
- annotator.md
- augment.md
- base.md
- build.md
- converter.md
- dataset.md
- loaders.md
- utils.md
- exporter.md
- model.md
- predictor.md
- results.md
- trainer.md
- tuner.md
- validator.md
- __init__.md
- auth.md
- session.md
- utils.md
- model.md
- predict.md
- prompt.md
- utils.md
- val.md
- model.md
- predict.md
- val.md
- model.md
- predict.md
- train.md
- val.md
- decoders.md
- encoders.md
- sam.md
- tiny_encoder.md
- transformer.md
- amg.md
- build.md
- model.md
- predict.md
- loss.md
- ops.md
- predict.md
- train.md
- val.md
- predict.md
- train.md
- val.md
- predict.md
- train.md
- val.md
- predict.md
- train.md
- val.md
- model.md
- block.md
- conv.md
- head.md
- transformer.md
- utils.md
- autobackend.md
- tasks.md
- gmc.md
- kalman_filter.md
- matching.md
- basetrack.md
- bot_sort.md
- byte_tracker.md
- track.md
- base.md
- clearml.md
- comet.md
- dvc.md
- hub.md
- mlflow.md
- neptune.md
- raytune.md
- tensorboard.md
- wb.md
- __init__.md
- autobatch.md
- benchmarks.md
- checks.md
- dist.md
- downloads.md
- errors.md
- files.md
- instance.md
- loss.md
- metrics.md
- ops.md
- patches.md
- plotting.md
- tal.md
- torch_utils.md
- triton.md
- tuner.md
- style.css
- classify.md
- detect.md
- index.md
- pose.md
- segment.md
- callbacks.md
- cfg.md
- cli.md
- engine.md
- python.md
- aws_quickstart_tutorial.md
- azureml_quickstart_tutorial.md
- docker_image_quickstart_tutorial.md
- google_cloud_quickstart_tutorial.md
- architecture_description.md
- clearml_logging_integration.md
- comet_logging_integration.md
- hyperparameter_evolution.md
- model_ensembling.md
- model_export.md
- model_pruning_and_sparsity.md
- multi_gpu_training.md
- neural_magic_pruning_quantization.md
- pytorch_hub_model_loading.md
- roboflow_datasets_integration.md
- running_on_jetson_nano.md
- test_time_augmentation.md
- tips_for_best_training_results.md
- train_custom_data.md
- transfer_learning_with_frozen_layers.md
- index.md
- quickstart_tutorial.md
- build_reference.py
- CNAME
- index.md
- quickstart.md
- README.md
- robots.txt
- SECURITY.md
- CMakeLists.txt
- inference.cpp
- inference.h
- main.cpp
- README.md
- main.py
- README.md
- CMakeLists.txt
- inference.cpp
- inference.h
- main.cpp
- README.md
- main.py
- README.md
- readme.md
- yolov8_region_counter.py
- readme.md
- yolov8_sahi.py
- hub.ipynb
- README.md
- tutorial.ipynb
- gemm.cpp
- gemm_kernel.cu
- __init__.py
- functional.py
- layer.py
- __init__.py
- cnn_mnist.py
- resnet18_cifar10.py
- cifar10_resnet.py
- mnist_cnn.py
- __init__.py
- converter.py
- modules.py
- utils.py
- __init__.py
- multiprocessing_env.py
- __init__.py
- A2C.py
- cifar10_r11_enabling_spikebased_backpropagation.py
- classify_dvsg.py
- conv_fashion_mnist.py
- dqn_cart_pole.py
- DQN_state.py
- lif_fc_mnist.py
- PPO.py
- rsnn_sequential_fmnist.py
- speechcommands.py
- Spiking_A2C.py
- Spiking_DQN_state.py
- spiking_lstm_sequential_mnist.py
- spiking_lstm_text.py
- Spiking_PPO.py
- __init__.py
- parametric_lif_net.py
- sew_resnet.py
- spiking_resnet.py
- spiking_vgg.py
- train_classify.py
- train_imagenet.py
- __init__.py
- base.py
- cu_kernel_opt.py
- encoding.py
- functional.py
- lava_exchange.py
- layer.py
- monitor.py
- neuron.py
- neuron_kernel.cu
- neuron_kernel.md
- neuron_kernel.py
- rnn.py
- spike_op.py
- surrogate.py
- tensor_cache.py
- __init__.py
- asl_dvs.py
- cifar10_dvs.py
- dvs128_gesture.py
- es_imagenet.py
- n_caltech101.py
- n_mnist.py
- nav_gesture.py
- speechcommands.py
- __init__.py
- tempotron_mnist.py
- __init__.py
- encoding.py
- neuron.py
- __init__.py
- __init__.py
- configure.py
- .gitignore
- .readthedocs.yml
- bugs.md
- LICENSE
- LICENSE-CN
- publications.md
- README.md
- README_cn.md
- requirements.txt
- setup.py
- gen1.yaml
- rtdetr-l.yaml
- rtdetr-x.yaml
- yolov3-spp.yaml
- yolov3-tiny.yaml
- yolov3.yaml
- yolov5-p6.yaml
- yolov5.yaml
- yolov6.yaml
- snn_yolov8.yaml
- yolov8-cls.yaml
- yolov8-p2.yaml
- yolov8-p6.yaml
- yolov8-pose-p6.yaml
- yolov8-pose.yaml
- yolov8-rtdetr.yaml
- yolov8-seg-p6.yaml
- yolov8-seg.yaml
- yolov8.yaml
- README.md
- botsort.yaml
- bytetrack.yaml
- __init__.py
- default-coco.yaml
- default.yaml
- download_weights.sh
- get_coco.sh
- get_coco128.sh
- get_imagenet.sh
- __init__.py
- annotator.py
- augment.py
- base.py
- build.py
- converter.py
- dataset.py
- loaders.py
- utils.py
- __init__.py
- exporter.py
- model.py
- predictor.py
- results.py
- trainer.py
- tuner.py
- validator.py
- __init__.py
- auth.py
- session.py
- utils.py
- __init__.py
- model.py
- predict.py
- prompt.py
- utils.py
- val.py
- __init__.py
- model.py
- predict.py
- val.py
- __init__.py
- model.py
- predict.py
- train.py
- val.py
- __init__.py
- decoders.py
- encoders.py
- sam.py
- tiny_encoder.py
- transformer.py
- __init__.py
- amg.py
- build.py
- model.py
- predict.py
- __init__.py
- loss.py
- ops.py
- __init__.py
- predict.py
- train.py
- val.py
- __init__.py
- predict.py
- train.py
- val.py
- __init__.py
- predict.py
- train.py
- val.py
- __init__.py
- predict.py
- train.py
- val.py
- __init__.py
- model.py
- __init__.py
- crop.py
- datasets.py
- lars.py
- lr_decay.py
- lr_decay_spikformer.py
- lr_sched.py
- misc.py
- pos_embed.py
- __init__.py
- block.py
- conv.py
- head.py
- shutu.py
- surrogate.py
- transformer.py
- utils.py
- yolo_spikformer.py
- __init__.py
- autobackend.py
- tasks.py
- __init__.py
- gmc.py
- kalman_filter.py
- matching.py
- __init__.py
- basetrack.py
- bot_sort.py
- byte_tracker.py
- README.md
- track.py
- __init__.py
- base.py
- clearml.py
- comet.py
- dvc.py
- hub.py
- mlflow.py
- neptune.py
- raytune.py
- tensorboard.py
- wb.py
- __init__.py
- autobatch.py
- benchmarks.py
- checks.py
- dist.py
- downloads.py
- errors.py
- files.py
- instance.py
- loss.py
- metrics.py
- ops.py
- patches.py
- plotting.py
- tal.py
- torch_utils.py
- triton.py
- tuner.py
- __init__.py
- .gitignore
- .pre-commit-config.yaml
- _quan_base_plus.py
- CITATION.cff
- CONTRIBUTING.md
- LICENSE
- MANIFEST.in
- mkdocs.yml
- pre_gen1.py
- pred.jpg
- prophesee-automotive-dataset-toolbox-master.zip
- README.md
- README.zh-CN.md
- requirements.txt
- result.jpg
- test.py
- train.py
- train.sh
- val_gen1.py
- yolov8_environment.yaml
- Argoverse.yaml
- coco-pose.yaml
- coco.yaml
- coco128-seg.yaml
- coco128.yaml
- coco8-pose.yaml
- coco8-seg.yaml
- coco8.yaml
- DOTAv2.yaml
- GlobalWheat2020.yaml
- ImageNet.yaml
- Objects365.yaml
- open-images-v7.yaml
- SKU-110K.yaml
- tiger-pose.yaml
- VisDrone.yaml
- VOC.yaml
- xView.yaml
- rtdetr-l.yaml
- rtdetr-x.yaml
- yolov3-spp.yaml
- yolov3-tiny.yaml
- yolov3.yaml
- yolov5-p6.yaml
- yolov5.yaml
- yolov6.yaml
- ems_yolov8.yaml
- snn_align_yolov8.yaml
- snn_c2f_yolov8.yaml
- snn_yolov8-Copy1.yaml
- snn_yolov8.yaml
- yolov8-cls.yaml
- yolov8-p2.yaml
- yolov8-p6.yaml
- yolov8-pose-p6.yaml
- yolov8-pose.yaml
- yolov8-rtdetr.yaml
- yolov8-seg-p6.yaml
- yolov8-seg.yaml
- yolov8.yaml
- README.md
- botsort.yaml
- bytetrack.yaml
- __init__.py
- default.yaml
- download_weights.sh
- get_coco.sh
- get_coco128.sh
- get_imagenet.sh
- __init__.py
- annotator.py
- augment.py
- base.py
- build.py
- converter.py
- dataset.py
- loaders.py
- utils.py
- __init__.py
- exporter.py
- model.py
- predictor.py
- results.py
- trainer.py
- tuner.py
- validator.py
- __init__.py
- auth.py
- session.py
- utils.py
- __init__.py
- model.py
- predict.py
- prompt.py
- utils.py
- val.py
- __init__.py
- model.py
- predict.py
- val.py
- __init__.py
- model.py
- predict.py
- train.py
- val.py
- __init__.py
- decoders.py
- encoders.py
- sam.py
- tiny_encoder.py
- transformer.py
- __init__.py
- amg.py
- build.py
- model.py
- predict.py
- __init__.py
- loss.py
- ops.py
- __init__.py
- predict.py
- train.py
- val.py
- __init__.py
- predict.py
- train.py
- val.py
- __init__.py
- predict.py
- train.py
- val.py
- __init__.py
- predict.py
- train.py
- val.py
- __init__.py
- model.py
- __init__.py
- crop.py
- datasets.py
- lars.py
- lr_decay.py
- lr_decay_spikformer.py
- lr_sched.py
- misc.py
- pos_embed.py
- __init__.py
- block.py
- conv.py
- head.py
- transformer.py
- utils.py
- yolo_spikformer.py
- yolo_spikformer_bin.py
- __init__.py
- autobackend.py
- tasks.py
- __init__.py
- gmc.py
- kalman_filter.py
- matching.py
- __init__.py
- basetrack.py
- bot_sort.py
- byte_tracker.py
- README.md
- track.py
- __init__.py
- base.py
- clearml.py
- comet.py
- dvc.py
- hub.py
- mlflow.py
- neptune.py
- raytune.py
- tensorboard.py
- wb.py
- __init__.py
- autobatch.py
- benchmarks.py
- checks.py
- dist.py
- downloads.py
- errors.py
- files.py
- instance.py
- loss.py
- metrics.py
- ops.py
- patches.py
- plotting.py
- tal.py
- torch_utils.py
- triton.py
- tuner.py
- __init__.py
- .gitignore
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- detect.py
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- LICENSE
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