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stark-t
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PAI
Pollination_Artificial_Intelligence
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#74
valentinitnelav
opened
1 year ago
0
We can publish the YOLO weights on GitHub
#73
valentinitnelav
closed
1 year ago
2
Update the main readme file
#72
valentinitnelav
closed
9 months ago
2
Prepare download & image preparation script for the table with image URLs
#71
valentinitnelav
closed
1 year ago
5
GBIF credits for figures 1 & 4
#70
valentinitnelav
closed
1 year ago
5
Simplify the cluster scripts by reducing to a single general slurm script
#69
valentinitnelav
closed
1 year ago
2
What to do with the utils_annotation branch?
#68
valentinitnelav
closed
1 year ago
1
YOLOv5 confusion matrix
#67
valentinitnelav
closed
9 months ago
0
Comment and push to GitHub the R scripts used for the data download from GBIF
#66
valentinitnelav
closed
1 year ago
0
iou depeding on bounding box size figure
#65
stark-t
closed
1 year ago
0
Check condiction if there are multiple predictions for same label
#64
stark-t
closed
1 year ago
0
Building a simple app with a GUI that can run detection on a local PC (CPU & GPU)
#63
valentinitnelav
closed
1 year ago
4
Graph suggestion - confusion matrices and Precision vs Recall curves side by side for each model architecture
#62
valentinitnelav
closed
1 year ago
1
Results P1: Inference speed GPU vs. CPU
#61
stark-t
closed
1 year ago
12
Results P1: Match prediction and label of insect by class and IoU
#60
stark-t
closed
1 year ago
2
Results P1: Multiple Insects in Image
#59
stark-t
closed
1 year ago
2
Results P1: Syrphidea
#58
stark-t
closed
1 year ago
1
YOLOv5 releases during our project - how to manage reproducibility with fast changing repositories?
#57
valentinitnelav
closed
1 year ago
3
Implement script for inference test speed on a usual CPU
#56
valentinitnelav
closed
1 year ago
3
Implement YOLOv7 tiny
#55
valentinitnelav
closed
1 year ago
8
Evaluate IoU and Accuracy metrics
#54
stark-t
closed
1 year ago
3
YOLOv4 prediction issues
#53
stark-t
closed
1 year ago
7
IoU & confidence threshold results
#52
stark-t
closed
1 year ago
12
PyTorch_YOLOv4 - detect.py performs poorly compared with detect.py from YOLOv5 & 7; How to set optimal values for conf-thres & iou-thres
#51
valentinitnelav
closed
1 year ago
9
PyTorch_YOLOv4 - multiple best weights for testing. Which one to use?
#50
valentinitnelav
closed
1 year ago
4
Should we also train from scratch besides using COCO trained weights?
#49
valentinitnelav
closed
1 year ago
3
Cluster issues - "Unable to determine the device handle for GPU 0000:43:00.0: Unknown Error"
#48
valentinitnelav
closed
1 year ago
1
PyTorch_YOLOv4 - test.py & plots.py "IndexError: list index out of range" after last epoch
#47
valentinitnelav
closed
1 year ago
4
Multiple train jobs at the same time might affect each other's cached data
#46
valentinitnelav
closed
1 year ago
3
PyTorch_YOLOv4 - yolov4.cfg and yolov4.weights at 640 image size, batch size 8, overload GPU RAM
#45
valentinitnelav
closed
1 year ago
1
PyTorch_YOLOv4 - while there is a yolov4-tiny.cfg, I cannot find its corresponding pretrained weights
#44
valentinitnelav
closed
1 year ago
1
YOLOV7 - transfer learning specific weights
#43
valentinitnelav
closed
1 year ago
1
YOLOv5 - inference/detection time when using a single CPU for nano and small weights, 1280 img size
#42
valentinitnelav
closed
1 year ago
3
cluster - littering of the home directory
#41
valentinitnelav
closed
1 year ago
1
detectron2 - installation & setting the environment, ImportError: libtorch_cuda_cu.so: cannot open shared object file
#40
valentinitnelav
closed
1 year ago
2
ScaledYOLOv4 - yolov4-p6.pt pretrained wights at 1280 x 1280 overload the GPU RAM
#39
valentinitnelav
closed
1 year ago
10
YOLOv7 saves a lots of weights and is confusing :D
#38
valentinitnelav
closed
1 year ago
1
YOLOv7 - results.png - val/obj_loss figure loss trend line increases instead of decreasing as in YOLOv5's case
#37
valentinitnelav
closed
1 year ago
2
ScaledYOLOv4 - ModuleNotFoundError: No module named 'mish_cuda'
#36
valentinitnelav
closed
2 years ago
1
Convert yolo format dataset to coco format
#35
stark-t
closed
1 year ago
0
YOLOv7, CUDA out of memory when training
#34
valentinitnelav
closed
2 years ago
3
YOLOR instead of YOLOv4
#33
valentinitnelav
closed
1 year ago
1
YOLOv7 error "wandb: ERROR api_key not configured (no-tty)"
#32
valentinitnelav
closed
2 years ago
1
Reproducibility of two YOLOv5 identical train jobs
#31
valentinitnelav
closed
1 year ago
5
YOLOv7!
#30
stark-t
closed
2 years ago
5
Data release for full reproducibility
#29
valentinitnelav
closed
1 year ago
4
Caching data to ram, None or disk - OOM issues
#28
valentinitnelav
closed
1 year ago
0
Error in `utils_create_datasets.py` for dev_cluster branch - most probably a path issue
#27
valentinitnelav
closed
2 years ago
1
Class name order in `config_yolov5.yaml`
#26
valentinitnelav
closed
2 years ago
9
Extra `classes.txt` file in Lepidoptera for LabelImg
#25
valentinitnelav
closed
2 years ago
1
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