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Title: GitHub - JunweiLiang/Object_Detection_Tracking: Out-of-the-box code and models for CMU's object detection and tracking system for multi-camera surveillance videos. Speed optimized Faster-RCNN model. Tensorflow based. Also supports EfficientDet. WACVW'20

Open Graph Title: GitHub - JunweiLiang/Object_Detection_Tracking: Out-of-the-box code and models for CMU's object detection and tracking system for multi-camera surveillance videos. Speed optimized Faster-RCNN model. Tensorflow based. Also supports EfficientDet. WACVW'20

X Title: GitHub - JunweiLiang/Object_Detection_Tracking: Out-of-the-box code and models for CMU's object detection and tracking system for multi-camera surveillance videos. Speed optimized Faster-RCNN model. Tensorflow based. Also supports EfficientDet. WACVW'20

Description: Out-of-the-box code and models for CMU's object detection and tracking system for multi-camera surveillance videos. Speed optimized Faster-RCNN model. Tensorflow based. Also supports EfficientDet. WACVW'20 - JunweiLiang/Object_Detection_Tracking

Open Graph Description: Out-of-the-box code and models for CMU's object detection and tracking system for multi-camera surveillance videos. Speed optimized Faster-RCNN model. Tensorflow based. Also supports EfficientD...

X Description: Out-of-the-box code and models for CMU's object detection and tracking system for multi-camera surveillance videos. Speed optimized Faster-RCNN model. Tensorflow based. Also supports Effici...

Opengraph URL: https://github.com/JunweiLiang/Object_Detection_Tracking

X: @github

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DIVAhttps://www.iarpa.gov/index.php/research-programs/diva
leaderboardhttps://actev.nist.gov/prizechallenge#tab_leaderboard
Cachedhttps://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking/blob/master/images/actev-prizechallenge-06-2019.png
https://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking#introduction
https://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking/blob/master/images/Person_vis_video.gif
https://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking/blob/master/images/Vehicle_vis_video.gif
https://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking/blob/master/images/multi-camera-reid.gif
https://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking/blob/master/images/vehicle_multi_reid.gif
https://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking/blob/master/images/person_multi_reid2.gif
https://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking#updates
Instruction.https://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking#tracking-with-tmot-algo-and-ReID
TMOThttps://github.com/Zhongdao/Towards-Realtime-MOT
Instruction.https://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking#tracking-with-tmot-algo-and-ReID
multi-thread inferencinghttps://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking#multi-thread-inferencing
multiple-image batch inferencinghttps://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking#multiple-image-batch-inferencing
herehttps://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking/blob/master/COMMANDS.md#10-2020-comparing-efficientdet-with-maskrcnn-on-video-datasets
EfficientDet (CVPR 2020)https://github.com/google/automl/tree/master/efficientdet
herehttps://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking/blob/master/COMMANDS.md
MEVAhttp://mevadata.org/
0.49https://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking/blob/master/images/inf_actev_0.49audc_02-2020.png
leaderboardhttps://actev.nist.gov/sdl
Frozen Modelhttps://precognition.team/shares/diva_obj_detect_models/models/obj_coco_resnet50_partial_tfv1.14_1280x720_rpn300.pb
Example Commandhttps://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking/blob/master/COMMANDS.md
this bug reporthttps://github.com/opencv/opencv/issues/9053
herehttps://stackoverflow.com/questions/44488636/opencv-reading-frames-from-videocapture-advances-the-video-to-bizarrely-wrong-l/44551037
https://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking#dependencies
https://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking#code-overview
https://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking#inferencing
repohttps://github.com/google/automl/tree/master/efficientdet
my-d0-snapshothttps://precognition.team/shares/diva_obj_detect_models/models/efficientdet-d0.tar.gz
thishttps://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking/blob/master/SPEED.md
MEVAhttp://mevadata.org/
EfficientDethttps://github.com/google/automl/tree/master/efficientdet
herehttps://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking/blob/master/COMMANDS.md
https://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking#visualization
https://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking#multiple-image-batch-inferencing
these instructionshttps://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking#visualization
herehttps://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking/blob/master/SPEED.md#122020-multiple-image-batch-processing
https://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking#multi-thread-inferencing
herehttps://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking/blob/master/SPEED.md#122020-multiple-image-batch-processing
DataLoaderhttps://pytorch.org/docs/stable/data.html#torch.utils.data.DataLoader
https://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking#tracking-with-tmot-algo-and-reid
paperhttps://arxiv.org/pdf/1909.12605v1.pdf
TorchReID repohttps://kaiyangzhou.github.io/deep-person-reid/MODEL_ZOO
this repohttps://github.com/KevinQian97/ELECTRICITY-MTMC
MEVA datasethttps://gitlab.kitware.com/meva/meva-data-repo
Link2http://mevadata.org/
https://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking#models
herehttps://next.cs.cmu.edu/data/actev-v1-drop4-yaml.tgz
Object v3https://precognition.team/shares/diva_obj_detect_models/models/obj_v3_model.tgz
Object v5https://precognition.team/shares/diva_obj_detect_models/models/obj_v5_model.tgz
Object COCO partialhttps://precognition.team/shares/diva_obj_detect_models/models/obj_coco_resnet50_partial_tfv1.14_1920x1080_rpn300.pb
BUPT-MCPRLhttps://drive.google.com/open?id=1SWvdHJcTDgxgEkX3l0UbhmzU47GYTHYJ
ActivityNethttp://activity-net.org/challenges/2019/program.html
https://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking#training--testing
herehttps://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking/blob/master/TRAINING.md
https://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking#training--testing-activity-box
herehttps://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking/blob/master/ACTIVITY_BOX.md
https://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking#speed-optimization
herehttps://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking/blob/master/SPEED.md
https://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking#other-things-i-have-tried
surveillance datasethttps://actev.nist.gov/
my implementationhttps://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking/blob/master/nn.py#L1375
Mix-uphttps://arxiv.org/abs/1710.09412
Relation Networkhttps://arxiv.org/abs/1711.11575
my implementationhttps://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking/blob/master/nn.py#L100
https://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking#todo
https://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking#acknowledgements
Tensorpackhttps://github.com/tensorpack/tensorpack/tree/master/examples/FasterRCNN
repohttps://github.com/google/automl/tree/master/efficientdet
tracking https://patch-diff.githubusercontent.com/topics/tracking
computer-vision https://patch-diff.githubusercontent.com/topics/computer-vision
deep-learning https://patch-diff.githubusercontent.com/topics/deep-learning
object-detection https://patch-diff.githubusercontent.com/topics/object-detection
video-object-detection https://patch-diff.githubusercontent.com/topics/video-object-detection
maskrcnn https://patch-diff.githubusercontent.com/topics/maskrcnn
multi-camera-tracking https://patch-diff.githubusercontent.com/topics/multi-camera-tracking
activity-detection https://patch-diff.githubusercontent.com/topics/activity-detection
reid https://patch-diff.githubusercontent.com/topics/reid
tracking-detection https://patch-diff.githubusercontent.com/topics/tracking-detection
multi-camera https://patch-diff.githubusercontent.com/topics/multi-camera
multi-camera-vehicle-reid https://patch-diff.githubusercontent.com/topics/multi-camera-vehicle-reid
surveillance-videos https://patch-diff.githubusercontent.com/topics/surveillance-videos
efficientdet https://patch-diff.githubusercontent.com/topics/efficientdet
detection-tracking https://patch-diff.githubusercontent.com/topics/detection-tracking
video-object-tracking https://patch-diff.githubusercontent.com/topics/video-object-tracking
Readme https://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking#readme-ov-file
MIT license https://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking#MIT-1-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking
Activityhttps://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking/activity
520 starshttps://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking/stargazers
17 watchinghttps://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking/watchers
132 forkshttps://patch-diff.githubusercontent.com/JunweiLiang/Object_Detection_Tracking/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FJunweiLiang%2FObject_Detection_Tracking&report=JunweiLiang+%28user%29
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