whizzmobility models issues

whizzmobility / models

Models and examples built with TensorFlow. Added support for more recent SOTA, and implementing on private datasets.

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[Calibrate] Loss weights based on class skew

#102 rehohoho opened 3 years ago
0
[Feature] Pretrain model on larger datasets

#101 rehohoho opened 3 years ago
0
[Calibrate] Calibrate NMS

#100 rehohoho opened 3 years ago
1
[Feature] Validate hypothesis: not enough data

#99 rehohoho opened 3 years ago
0
[documentation] create a place to keep track of model performace

#98 CabooseExia opened 3 years ago
2
[Bug] Tune non-max suppression

#97 rehohoho closed 3 years ago
1
[Bug] Multihead task routines eval steps not specified.

#96 rehohoho closed 3 years ago
1
[Bug] Evaluation steps not specified in configs.

#95 rehohoho closed 3 years ago
0
[Bug] Fix YOLO AP calculation

#94 rehohoho closed 3 years ago
0
[Bug] Wrong implementation for YOLO AP metric

#93 rehohoho closed 3 years ago
1
[Feature] Load YOLO data in coco format to utilise COCO evaluator

#92 rehohoho opened 3 years ago
0
increase max BBoX to 50

#91 anthonyfong100 closed 3 years ago
1
Verify implementation of non max suppression

#90 anthonyfong100 closed 3 years ago
1
[Feature] Recall metrics for YOLO

#89 anthonyfong100 closed 3 years ago
1
YOLO model cant train with batch size > 1

#88 whizzscooters closed 3 years ago
1
[Feature] Add in recall metric for Yolov4

#87 anthonyfong100 closed 3 years ago
2
[Feature] Add option to output boolean vector denoting if classes are present

#86 rehohoho closed 3 years ago
2
[Feature] Add option to output classes present when exporting

#85 rehohoho closed 3 years ago
0
Feat/ap class mterics

#84 anthonyfong100 closed 3 years ago
2
[Misc] Go through an iteration of data-engine

#83 CabooseExia closed 3 years ago
2
[Feature] Add per class weights for yolo losses

#82 rehohoho opened 3 years ago
0
[Feature] Online validation: Add confidence metric output

#81 rehohoho opened 3 years ago
0
[Feature] Classwise metrics for YOLO

#80 rehohoho closed 3 years ago
1
[Feature] Compatibility with phone GPU

#79 rehohoho closed 3 years ago
0
[Feature] Add config for filters and convs for each step for PAN decoder

#78 rehohoho closed 3 years ago
0
[Feature] Add config to freeze components during training

#77 rehohoho closed 3 years ago
0
[Feature] Configurable filter number and layers for PAN decoder

#76 rehohoho closed 3 years ago
0
[Merge] From main tensorflow models commit 0e096a8

#75 rehohoho opened 3 years ago
2
[Feature] Compatibility issue with phone GPU delegate

#74 rehohoho closed 3 years ago
3
[Feature] Update multitask serving definition for YOLO.

#73 rehohoho closed 3 years ago
2
[Feature] Improve tflite compatibility for box filtering

#72 rehohoho closed 3 years ago
0
[Feature] Remove combined NMS for YOLO inference

#71 rehohoho closed 3 years ago
0
[Feature] Multihead serving with YOLO

#70 rehohoho closed 3 years ago
0
[Feature] Calculate anchor boxes by kmeans and GA

#69 rehohoho opened 3 years ago
1
[Feature] Add average precision by IoU

#68 rehohoho closed 3 years ago
0
[Feature] Support YOLO for multihead

#67 rehohoho closed 3 years ago
0
[Tests] Add yolo input test.

#66 rehohoho closed 3 years ago
0
[Feature] Enable darknet backbone for testing

#65 rehohoho closed 3 years ago
0
[Bug] Numerical stability when calculating bbox iou

#64 rehohoho closed 3 years ago
0
[Bug] Generating coordinates at YOLOv3 head

#63 rehohoho closed 3 years ago
0
[Bug] NaN loss value for YOLO

#62 rehohoho closed 3 years ago
1
[Bug] Multibatch visualisation of bbox for YOLO

#61 rehohoho closed 3 years ago
0
[Bug] Boxes for inference does not fit properly

#60 rehohoho closed 3 years ago
3
[Bug] Visualised bounding box shapes not consistent for YOLO

#59 rehohoho closed 3 years ago
0
[Feature] Evaluation procedure to get mAP for YOLO

#58 rehohoho closed 3 years ago
0
[Feature] Add compatibility of COCO format to YOLO.

#57 rehohoho opened 3 years ago
1
[Feature] Serving definition for YOLO

#56 rehohoho closed 3 years ago
1
[Feature] Better testing for models

#55 rehohoho closed 3 years ago
0
[Bug] Standardise bbox types during augmentation.

#54 rehohoho closed 3 years ago
0
[Feature] Better testing for models

#53 rehohoho closed 3 years ago
0