iOD
(TPAMI 2021) iOD: Incremental Object Detection via Meta-Learning
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Download Latest Version (.zip)- mask_rcnn_R_50_FPN.yaml
- fast_rcnn_R_50_FPN_1x.yaml
- faster_rcnn_R_101_C4_3x.yaml
- faster_rcnn_R_101_DC5_3x.yaml
- faster_rcnn_R_101_FPN_3x.yaml
- faster_rcnn_R_50_C4_3x.yaml
- faster_rcnn_R_50_DC5_1x.yaml
- faster_rcnn_R_50_DC5_3x.yaml
- faster_rcnn_R_50_FPN_1x.yaml
- faster_rcnn_R_50_FPN_3x.yaml
- faster_rcnn_X_101_32x8d_FPN_3x.yaml
- retinanet_R_101_FPN_3x.yaml
- retinanet_R_50_FPN_1x.yaml
- retinanet_R_50_FPN_3x.yaml
- rpn_R_50_C4_1x.yaml
- rpn_R_50_FPN_1x.yaml
- warp_eval_faster_rcnn_R_50_C4_1x.yaml
- warp_faster_rcnn_R_50_C4_1x.yaml
- warp_finetune_faster_rcnn_R_50_C4_1x.yaml
- mask_rcnn_R_101_C4_3x.yaml
- mask_rcnn_R_101_DC5_3x.yaml
- mask_rcnn_R_101_FPN_3x.yaml
- mask_rcnn_R_50_C4_1x.yaml
- mask_rcnn_R_50_C4_3x.yaml
- mask_rcnn_R_50_DC5_1x.yaml
- mask_rcnn_R_50_DC5_3x.yaml
- mask_rcnn_R_50_FPN_1x.yaml
- mask_rcnn_R_50_FPN_3x.yaml
- mask_rcnn_X_101_32x8d_FPN_3x.yaml
- Base-Keypoint-RCNN-FPN.yaml
- keypoint_rcnn_R_101_FPN_3x.yaml
- keypoint_rcnn_R_50_FPN_1x.yaml
- keypoint_rcnn_R_50_FPN_3x.yaml
- keypoint_rcnn_X_101_32x8d_FPN_3x.yaml
- Base-Panoptic-FPN.yaml
- panoptic_fpn_R_101_3x.yaml
- panoptic_fpn_R_50_1x.yaml
- panoptic_fpn_R_50_3x.yaml
- faster_rcnn_R_50_FPN_noaug_1x.yaml
- keypoint_rcnn_R_50_FPN_1x.yaml
- mask_rcnn_R_50_FPN_noaug_1x.yaml
- README.md
- mask_rcnn_R_101_FPN_1x.yaml
- mask_rcnn_R_50_FPN_1x.yaml
- mask_rcnn_X_101_32x8d_FPN_1x.yaml
- cascade_mask_rcnn_R_50_FPN_1x.yaml
- cascade_mask_rcnn_R_50_FPN_3x.yaml
- cascade_mask_rcnn_X_152_32x8d_FPN_IN5k_gn_dconv.yaml
- mask_rcnn_R_50_FPN_1x_cls_agnostic.yaml
- mask_rcnn_R_50_FPN_1x_dconv_c3-c5.yaml
- mask_rcnn_R_50_FPN_3x_dconv_c3-c5.yaml
- mask_rcnn_R_50_FPN_3x_gn.yaml
- mask_rcnn_R_50_FPN_3x_syncbn.yaml
- panoptic_fpn_R_101_dconv_cascade_gn_3x.yaml
- scratch_mask_rcnn_R_50_FPN_3x_gn.yaml
- semantic_R_50_FPN_1x.yaml
- 10_p_10.yaml
- 15_p_5.yaml
- 19_p_1.yaml
- base_10.yaml
- base_15.yaml
- base_19.yaml
- eval.yaml
- ft_10_p_10.yaml
- ft_15_p_5.yaml
- ft_19_p_1.yaml
- faster_rcnn_R_50_C4.yaml
- faster_rcnn_R_50_FPN.yaml
- retinanet_R_50_FPN_3x.yaml
- fast_rcnn_R_50_FPN_inference_acc_test.yaml
- fast_rcnn_R_50_FPN_instant_test.yaml
- keypoint_rcnn_R_50_FPN_inference_acc_test.yaml
- keypoint_rcnn_R_50_FPN_instant_test.yaml
- keypoint_rcnn_R_50_FPN_normalized_training_acc_test.yaml
- keypoint_rcnn_R_50_FPN_training_acc_test.yaml
- mask_rcnn_R_50_C4_inference_acc_test.yaml
- mask_rcnn_R_50_C4_instant_test.yaml
- mask_rcnn_R_50_C4_training_acc_test.yaml
- mask_rcnn_R_50_DC5_inference_acc_test.yaml
- mask_rcnn_R_50_FPN_inference_acc_test.yaml
- mask_rcnn_R_50_FPN_instant_test.yaml
- mask_rcnn_R_50_FPN_training_acc_test.yaml
- panoptic_fpn_R_50_inference_acc_test.yaml
- panoptic_fpn_R_50_instant_test.yaml
- panoptic_fpn_R_50_training_acc_test.yaml
- README.md
- retinanet_R_50_FPN_inference_acc_test.yaml
- retinanet_R_50_FPN_instant_test.yaml
- rpn_R_50_FPN_inference_acc_test.yaml
- rpn_R_50_FPN_instant_test.yaml
- semantic_R_50_FPN_inference_acc_test.yaml
- semantic_R_50_FPN_instant_test.yaml
- semantic_R_50_FPN_training_acc_test.yaml
- Base-RCNN-C4.yaml
- Base-RCNN-DilatedC5.yaml
- Base-RCNN-FPN.yaml
- Base-RetinaNet.yaml
- prepare_for_tests.sh
- prepare_panoptic_fpn.py
- README.md
- demo.py
- predictor.py
- README.md
- __init__.py
- c2_model_loading.py
- catalog.py
- detection_checkpoint.py
- __init__.py
- compat.py
- config.py
- defaults.py
- __init__.py
- builtin.py
- builtin_meta.py
- cityscapes.py
- coco.py
- finetune_dataset.py
- lvis.py
- lvis_v0_5_categories.py
- pascal_voc.py
- README.md
- register_coco.py
- __init__.py
- distributed_sampler.py
- grouped_batch_sampler.py
- __init__.py
- transform.py
- transform_gen.py
- __init__.py
- build.py
- catalog.py
- common.py
- dataset_mapper.py
- detection_utils.py
- __init__.py
- AB.py
- AT.py
- CC.py
- FitNet.py
- FSP.py
- FT.py
- KD.py
- KDSVD.py
- NST.py
- PKT.py
- RKD.py
- SP.py
- VID.py
- __init__.py
- defaults.py
- hooks.py
- launch.py
- train_loop.py
- __init__.py
- cityscapes_evaluation.py
- coco_evaluation.py
- evaluator.py
- lvis_evaluation.py
- panoptic_evaluation.py
- pascal_voc_evaluation.py
- sem_seg_evaluation.py
- testing.py
- box_iou_rotated.h
- box_iou_rotated_cpu.cpp
- box_iou_rotated_cuda.cu
- box_iou_rotated_utils.h
- deform_conv.h
- deform_conv_cuda.cu
- deform_conv_cuda_kernel.cu
- nms_rotated.h
- nms_rotated_cpu.cpp
- nms_rotated_cuda.cu
- ROIAlign.h
- ROIAlign_cpu.cpp
- ROIAlign_cuda.cu
- ROIAlignRotated.h
- ROIAlignRotated_cpu.cpp
- ROIAlignRotated_cuda.cu
- cuda_version.cu
- README.md
- vision.cpp
- __init__.py
- batch_norm.py
- deform_conv.py
- mask_ops.py
- nms.py
- roi_align.py
- roi_align_rotated.py
- rotated_boxes.py
- shape_spec.py
- wrappers.py
- __init__.py
- model_zoo.py
- __init__.py
- backbone.py
- build.py
- fpn.py
- resnet.py
- __init__.py
- build.py
- panoptic_fpn.py
- rcnn.py
- retinanet.py
- semantic_seg.py
- __init__.py
- build.py
- proposal_utils.py
- rpn.py
- rpn_outputs.py
- rrpn.py
- rrpn_outputs.py
- __init__.py
- box_head.py
- cascade_rcnn.py
- fast_rcnn.py
- keypoint_head.py
- mask_head.py
- roi_heads.py
- rotated_fast_rcnn.py
- __init__.py
- anchor_generator.py
- box_regression.py
- distillation_loss.py
- matcher.py
- poolers.py
- postprocessing.py
- sampling.py
- test_time_augmentation.py
- __init__.py
- build.py
- lr_scheduler.py
- __init__.py
- boxes.py
- image_list.py
- instances.py
- keypoints.py
- masks.py
- rotated_boxes.py
- __init__.py
- collect_env.py
- colormap.py
- comm.py
- env.py
- events.py
- logger.py
- memory.py
- pickling.py
- README.md
- registry.py
- serialize.py
- store.py
- video_visualizer.py
- visualizer.py
- __init__.py
- linter.sh
- parse_results.sh
- README.md
- run_inference_tests.sh
- run_instant_tests.sh
- docker-compose.yml
- Dockerfile
- Dockerfile-circleci
- README.md
- checkpoint.rst
- config.rst
- data.rst
- engine.rst
- evaluation.rst
- index.rst
- layers.rst
- model_zoo.rst
- modeling.rst
- solver.rst
- structures.rst
- utils.rst
- benchmarks.md
- changelog.md
- compatibility.md
- contributing.md
- index.rst
- configs.md
- data_loading.md
- datasets.md
- extend.md
- getting_started.md
- index.rst
- install.md
- models.md
- training.md
- write-models.md
- .gitignore
- conf.py
- index.rst
- Makefile
- README.md
- requirements.txt
- densepose_rcnn_R_50_FPN_inference_acc_test.yaml
- densepose_rcnn_R_50_FPN_instant_test.yaml
- densepose_rcnn_R_50_FPN_training_acc_test.yaml
- Base-DensePose-RCNN-FPN.yaml
- densepose_rcnn_R_101_FPN_s1x.yaml
- densepose_rcnn_R_50_FPN_s1x.yaml
- dbhelper.py
- logger.py
- base.py
- bounding_box.py
- densepose.py
- extractor.py
- __init__.py
- config.py
- dataset.py
- dataset_mapper.py
- densepose_coco_evaluation.py
- densepose_head.py
- evaluator.py
- roi_head.py
- structures.py
- README.md
- run_inference_tests.sh
- run_instant_tests.sh
- res_bbox_dp_contour.jpg
- res_bbox_dp_segm.jpg
- res_bbox_dp_u.jpg
- res_bbox_dp_v.jpg
- vis_bbox_dp_i.jpg
- vis_bbox_dp_pts.jpg
- vis_bbox_dp_segm.jpg
- vis_bbox_dp_u.jpg
- vis_bbox_dp_v.jpg
- GETTING_STARTED.md
- MODEL_ZOO.md
- TOOL_APPLY_NET.md
- TOOL_QUERY_DB.md
- apply_net.py
- query_db.py
- README.md
- train_net.py
- Base-TensorMask.yaml
- tensormask_R_50_FPN_1x.yaml
- tensormask_R_50_FPN_6x.yaml
- SwapAlign2Nat.h
- SwapAlign2Nat_cuda.cu
- vision.cpp
- __init__.py
- swap_align2nat.py
- __init__.py
- arch.py
- config.py
- __init__.py
- test_swap_align2nat.py
- README.md
- setup.py
- train_net.py
- Base-TridentNet-Fast-C4.yaml
- tridentnet_fast_R_101_C4_3x.yaml
- tridentnet_fast_R_50_C4_1x.yaml
- tridentnet_fast_R_50_C4_3x.yaml
- __init__.py
- config.py
- trident_backbone.py
- trident_conv.py
- trident_rcnn.py
- trident_rpn.py
- README.md
- train_net.py
- README.md
- __init__.py
- test_anchor_generator.py
- test_box2box_transform.py
- test_boxes.py
- test_checkpoint.py
- test_config.py
- test_data_transform.py
- test_fast_rcnn.py
- test_mask_ops.py
- test_model_e2e.py
- test_model_zoo.py
- test_nms_rotated.py
- test_roi_align.py
- test_roi_align_rotated.py
- test_roi_heads.py
- test_roi_pooler.py
- test_rotated_boxes.py
- test_rpn.py
- test_sampler.py
- test_visualizer.py
- benchmark.py
- plain_train_net.py
- README.md
- train_net.py
- visualize_data.py
- visualize_json_results.py
- demo.py
- GETTING_STARTED.md
- INSTALL.md
- LICENSE
- MODEL_ZOO.md
- README.md
- run.sh
- setup.cfg
- setup.py
# Installation Guide
1. Get the code
git clone https://github.com/JosephKJ/iOD
Downloads the entire project code from GitHub to your computer.
cd iOD
Moves into the project folder you just downloaded.
2. Docker
Easy RecommendedPrerequisites
- Git Needed to download the project code from GitHub.
- Docker Desktop Needed to build and run containers. Install it and keep it running in the background.
docker compose -f docker/docker-compose.yml up -d --build
Runs the command against the services defined in the compose file.
Run docker compose ps to check the containers are Up. If the README mentions a port, open http://localhost:PORT in your browser.
3. Python
EasyPrerequisites
pip install .
Installs the package published on PyPI directly โ no need to clone the source.
python <์คํํ ํ์ผ๋ช
>.py # README์์ ์ ํํ ์คํ ํ์ผ๋ช
์ ํ์ธํ์ธ์
Runs the Python script (or module).
If it runs without errors and prints output in the terminal, it worked.
// repository documentation
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