I have fallowed Train Custom Data to train my custom model. But there are some classes/objects in COCO dataset that want to include as well. Is there fast way to extract only those classes from the dataset. I'm thinking to write a script to do so but it feels like there should my much faster way to accomplish this.
How can I remove some of the objects from COCO dataset for YOLOv3
1.8k Views Asked by DALER RAHIMOV At
1
There are 1 best solutions below
Related Questions in PYTHON
- new thread blocks main thread
- Extracting viewCount & SubscriberCount from YouTube API V3 for a given channel, where channelID does not equal userID
- Display images on Django Template Site
- Difference between list() and dict() with generators
- How can I serialize a numpy array while preserving matrix dimensions?
- Protractor did not run properly when using browser.wait, msg: "Wait timed out after XXXms"
- Why is my program adding int as string (4+7 = 47)?
- store numpy array in mysql
- how to omit the less frequent words from a dictionary in python?
- Update a text file with ( new words+ \n ) after the words is appended into a list
- python how to write list of lists to file
- Removing URL features from tokens in NLTK
- Optimizing for Social Leaderboards
- Python : Get size of string in bytes
- What is the code of the sorted function?
Related Questions in YOLO
- How to convert Yolo format bounding box coordinates into OpenCV format
- Why do I get this error? 'NoneType' object has no attribute 'shape' in opencv
- Detecting/ tracking the ball in a tennis match video
- Bounding box challenges while applying yolo project on videos (from coursera)
- Predict only one class (person) in YOLACT/YOLACT++
- Stream not in sync with OpenCV
- Can YOLO be negatively affected by unlabeled images?
- Get feature extraction from YOLOv3
- What's the output of YOLO?
- Problems in running Opencv with yolo : “AttributeError: module 'cv2.dnn' has no attribute 'DNN_TARGEGT_CPU"
- Why am I getting this error for YOLO webcam object detection in python?
- Does the quality of the video matters using Deep Sort and Yolo v3?
- convert a .csv file to yolo darknet format
- darknet: ./src/utils.c:325: error: Assertion `0' failed (YOLO-v4) Google colab
- How to do semantic segmentation using yolov2 in python3.7?
Related Questions in COCO
- Error in exporting detectron2 trained model to onnx or torch script model
- Tracking animals in videos with android
- Kotlin compiler to JavaScript in JavaScript?
- AttributeError: module 'tensorflow._api.v2.sets' has no attribute 'set_intersection'
- Reading data from a json using Python and using it to draw shapes
- how to change float array into integers array in json file
- How do I fine tune using eager few shot object detection on custom dataset with multiple classes which is in coco format?
- VGG image annotator not exporting in COCO format
- How to delete multiple json objects from a big json file
- Resize COCO bounding boxes for object detection
- Detectron2 "AssertionError: Dataset 'xx_train' is already registered!" / How can I re-run register_coco_instances?
- How to Convert Model Mask into Polygon and save JSON?
- object detection api , coco model
- COCO annotations to masks - For instance segmentation model training
- Error Training Custom COCO Dataset with Detectron2
Trending Questions
- UIImageView Frame Doesn't Reflect Constraints
- Is it possible to use adb commands to click on a view by finding its ID?
- How to create a new web character symbol recognizable by html/javascript?
- Why isn't my CSS3 animation smooth in Google Chrome (but very smooth on other browsers)?
- Heap Gives Page Fault
- Connect ffmpeg to Visual Studio 2008
- Both Object- and ValueAnimator jumps when Duration is set above API LvL 24
- How to avoid default initialization of objects in std::vector?
- second argument of the command line arguments in a format other than char** argv or char* argv[]
- How to improve efficiency of algorithm which generates next lexicographic permutation?
- Navigating to the another actvity app getting crash in android
- How to read the particular message format in android and store in sqlite database?
- Resetting inventory status after order is cancelled
- Efficiently compute powers of X in SSE/AVX
- Insert into an external database using ajax and php : POST 500 (Internal Server Error)
Popular Questions
- How do I undo the most recent local commits in Git?
- How can I remove a specific item from an array in JavaScript?
- How do I delete a Git branch locally and remotely?
- Find all files containing a specific text (string) on Linux?
- How do I revert a Git repository to a previous commit?
- How do I create an HTML button that acts like a link?
- How do I check out a remote Git branch?
- How do I force "git pull" to overwrite local files?
- How do I list all files of a directory?
- How to check whether a string contains a substring in JavaScript?
- How do I redirect to another webpage?
- How can I iterate over rows in a Pandas DataFrame?
- How do I convert a String to an int in Java?
- Does Python have a string 'contains' substring method?
- How do I check if a string contains a specific word?
You can either modify the labels, or you can modify the dataloader to filter by class. The dataloader is here:
https://github.com/ultralytics/yolov3/blob/master/utils/datasets.py#L258
The last option is to train on all 80 classes, or just used the pretrained weights, and then run detection only for certain classes:
python3 detect.py --classes 0,3,5